Capitalizing on artificial intelligence requires moving past generic solutions to find an agency with the right balance of data architecture expertise, integration capability, and industry focus. Browse our directory to evaluate and shortlist top-performing AI development companies based on verified client reviews, portfolio depth, and specialized domain focus.
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.
Trusted Technology Solution Partner
Newwave Solutions is a technology solutions partner with 15 years of experience and 300+ certified engineers across Japan, APAC, Europe, the US, and other global markets...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Blockchain
- Staff Augmentation
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 16 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNewwave Solutions Services
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Newwave Solutions Reviews & Testimonials

Web Development Review from Dung Pham, Executive MBA
Newwave Solutions has demonstrated advanced technical knowledge in taking on complicated challenges related to customizing Umbraco to meet our requirements of CRM system integration. This team, with over 10 years of experience in .NET development, possesses deep technical proficiency, enabling them to deliver versatile solutions.Moreover, their in-depth experiences in using CRM APIs has allowed them to adopt an efficient data handling approach. It ensured a smooth synchronization between parties while maintaining security and scalability of the system.

Mobile App Development Review from Sam Zaid
We partnered with Newwave Solutions to create a lifestyle app, and the outcome surpassed our expectations. They developed a product that resonates with our consumers by taking the time to deeply understand our brand and target audience. Their willingness to consider our suggestions and maintain strong communication throughout the project was commendable. The app has received excellent feedback, and were thrilled with our collaboration with Newwave Solutions.

Mobile App Development Review from Shawn Wilson, DBA
We engaged Newwave Solutions to develop an app for our consumer products manufacturing company. They concentrated on enhancing the user experience (UX) and successfully integrated the app with our existing systems and databases for a smooth operation. We ended up with a fully functional app for both Android and iOS, and we were particularly impressed with its UX design. Newwave Solutions not only met all our timelines but also proactively resolved any issues that arose. Their expertise in UX design enabled them to deliver results that aligned perfectly with our needs.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsU1CORE - PARTNER IN CRIME FOR STRONG BUSINESSES. Websites · Branding · Software
U1CORE combines design, marketing, and technical expertise to produce results-driven AI-powered apps, websites, and platforms, ML platforms, and AI chatbots and virtual assistants. Its track record includes 350+ projects that improve monthly conversions by 300% and app retention rate by 42%...
Top Services:
- Product Design
- Web Design
- UI/UX Design
- Branding
- Design Services
- Show more
- Location
- Madrid, Spain
- Number of Employees
- Under 49
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 100 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsU1CORE Services
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U1CORE Reviews & Testimonials

Web Design Review from Vas Grygorovych
U1CORE provided an excellent web design experience from start to finish. The team demonstrated a high level of professionalism, responsiveness, and attentiveness to our needs throughout the entire project. The revamped website helped increase user engagement by 35% and boost the conversion rate by 20%. They demonstrated a deep understanding of our goals and brought our vision to life in a modern, polished, and user-friendly website. Communication was seamless, deadlines were met, and the quality of the final result exceeded our expectations. We highly recommend U1CORE to anyone looking for a reliable and talented partner in web design.

Branding Review from Polly Macadie
A great team to work with, responsive, thoughtful, creative and timely delivery. My team and I had a great experience working with U1CORE, in particular, Alex, Anton and Maria. They took the time to understand our needs and our approach, gave us ideas when we needed them, and produced a great brand design and logo. We are so happy with their work we will use them to take the design further and recommend them to anyone looking for professional and creative work.

Web Design Review from Helen Guzenko
We engaged U1CORE to develop and build a scalable, multi-sided marketplace platform. They were fully responsible for the product design and front end, while our team handled the back end, and their expertise in the marketplace space was evident from day one they understood the dynamics of interaction between buyers and sellers without needing a detailed explanation of the underlying principles. They provided a needs analysis, complete UX/UI for all key workflows, a reusable design system, and a responsive front-end built on React, integrated with our CMS. The platform launched on schedule, the time it took to onboard sellers was significantly reduced, and the design system accelerated our internal work on future features. Project management was top-notch clear sprints, proactive communication, and quick responses when we had to reevaluate priorities. It felt as though we were working with an extension of our own team. We highly recommend them to anyone building a complex marketplace product.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsEngineering Intelligent Solutions Through Design and Code - Web, Mobile AI, Blockchain
Leading AI development company Sapient transforms complex data into growth engines through AI document, image, and voice automation solutions that use LLM chains, RAG pipelines, computer vision, and predictive analytics. Since 2017, it has launched 200+ projects for clients like Mwater and Contentoo...
Top Services:
- AI Development
- eCommerce Development
- Mobile App Development
- Web Design
- Web Development
- Show more
- Location
- Tallinn, Estonia
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 20 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSapientPro Services
Data sourced from the agency's DesignRush profileZich Solutions Contentoo HEX MasTrack Sprinkle Slab Sharks SalesLogs Piktochart The Big Data Chef Footshop
SapientPro Reviews & Testimonials

Software Development Review from Slava Berkovich
SapientPro consistently delivers high-quality work that aligns with project requirements. The team demonstrates strong expertise in Angular, TypeScript, and JavaScript. Their project management and communication practices are highly effective, with weekly client meetings held to provide updates on progress and ensure alignment.

Software Development Review from Jeremy Ott
This team was extremely responsive from the start. They pulled together a comprehensive quote for my MVP and have delivered on all of the requirements. The daily updates from the product/project manager are extremely helpful and it’s clear that the team cares about the quality of work they deliver. The engineers working on the product are always willing to make recommendations and go above and beyond to make the experience and underlying infrastructure that much better.

eCommerce Development Review from Luc Vlekken
We've had the pleasure of working closely with this development team on several projects, and the experience has been consistently excellent. Not only are they highly skilled developers, but they also think along with us both from a technical and a product/customer perspective. Their proactive attitude, reliability, and ability to translate complex requirements into elegant solutions make them a true partner rather than just a supplier. Highly recommended.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsPixelette Technologies - Leading the way in AI & Blockchain
From concept to deployment, Pixelette Technologies engineers agentic AI, GenAI, smart AI assistants, custom AI products, recommendation engines, AIOps, automation solutions, predictive modeling, and AI security solutions. Led by a team of 200+ specialists, it has served McDonald's and PSA Group...
Top Services:
- Software Development
- Web Development
- Web Design
- Blockchain
- Mobile App Development
- Show more
- Location
- London, United Kingdom
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 43 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsPixelette Technologies Services
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Pixelette Technologies Reviews & Testimonials

Blockchain Review from Mark Vetrano
Temur's team was professional, responsive, and made the entire process smooth. Were impressed with the results and how much value their solution has added to our business.If you're looking for innovative blockchain solutions, Pixelette Technologies is the way to go!

Software Development Review from Lauren Ratner
Pixelette Technologies designed custom software that streamlined our internal workflows and optimized our operations. The solution was tailored perfectly to our unique requirements, and their team went above and beyond to ensure a smooth implementation.

Mobile App Development Review from Arty Harjai
Pixelette Technologies delivered ann exceptional e-learning platform that has improved the way we deliver educational content. The team was professional and responsive, ensuring the project exceeded all expectation.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour AI-powered Engineering Partner
Instinctools is a leading AI and digital product engineering company with 25+ years of experience. Their services include AI-driven custom software development, advanced data analytics, and digital product engineering. Specializing in end-to-end AI integration, they help businesses harness the powe...
Top Services:
- Software Development
- Web Development
- Mobile App Development
- Big Data Analytics
- eCommerce Development
- Show more
- Location
- Potomac, Maryland
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 69 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsInstinctools Services
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Instinctools Reviews & Testimonials
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Software Development Review from Undisclosed
Daimler's new Global Buying System, GLOBUS, now features proficient web-based assistance and user support. The client opted for Instinctools' forward-thinking solution that catered to its requirements, especially in multilingual content, adaptability, and scalability. (Verified via email)

Software Development Review from Edward Rimon
The client hadn't realized how much of its data went unused, with nearly 90% of decisions made on barely half the data. But with Instinctools' business intelligence expertise and proactive approach, the client now makes decisions with greater confidence, drawing from a more comprehensive data set and quickly addressing new challenges. All tasks, and more, were efficiently handled by a tech-skilled and proactive team. (Verified via email)

Software Development Review from Dr. Jonas Block
Instinctools' has the professionalism and flexibility that young companies need. Ipwe trusts the agency's tested workflow that integrates well with internal processes. The ability to quickly add experienced and valuable professionals without prolonged interviews is a major plus. Moreover, this team is full of interesting and kind people. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Lionwood.software
VerifiedVerified by the DesignRush team for authenticity and credibility.Find the perfect solution
Lionwood.software is a software development company founded in 2017 that builds digital products through long-term, collaborative partnerships with organizations across Europe and North America. The company combines strong engineering expertise with a human-centered approach focused on transparency,...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Blockchain
- Staff Augmentation
- Show more
- Location
- Newark, Delaware
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 19 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsLionwood.software Services
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Lionwood.software Reviews & Testimonials

Chatbot Solution Review from Daria Hlavcheva
KeenEthics onboarded Lionwood Software to develop an AI-powered chatbot that could analyze photos of vehicle damage and provide an estimated repair cost for insurance company. The project focused on applying AI to a traditionally manual part of the insurance claims process. The solution needed to interpret car damage from uploaded images, identify relevant damage, and translate the analysis into a cost estimate that could support faster and more consistent claims assessment. Lionwood Software took ownership of the AI development and worked closely with the KeenEthics team to align the solution with the product requirements and insurance use case. Their team demonstrated a strong understanding of both the technical challenges of image-based damage assessment and the business logic behind insurance claims. They were proactive in discussing requirements, clarifying edge cases, and addressing dependencies throughout the development process. The resulting solution helped automate an important part of the vehicle damage assessment workflow, reducing the need for purely manual evaluation and creating a foundation for faster claims processing. Lionwood Software proved to be a reliable technology partner with the expertise to work on AI-driven products where technical implementation needs to be closely aligned with real-world business requirements.
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.Net Review from Anonymous
We outsourced application development work to this team. They proved to be reliable, precise, and competent, consistently delivering on time.

Software Development Review from Anonymous
Fenix-plus appreciates Lionwood.software for delivering a comprehensive CRM system that effectively manages key operations, including inventory and staff management. The system has brought notable time and cost savings while providing valuable insights into employee and process performance. Lionwood.software’s dedication to regular updates and high-quality delivery within budget has been highly appreciated.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsMVP & Product Development Company
We are a premier global agency specializing in MVP and and Product Development, empowering groundbreaking startups to bring their ideas to fruition through cutting-edge technology...
Top Services:
- AI Development
- Blockchain
- Mobile App Development
- Web Development
- VR/AR
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $10/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 10 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsiotric Services
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iotric Reviews & Testimonials

Blockchain Review from Dr. Jamilah Merrick
The Iotric team is highly qualified and professional. They are prompt and transparent in what they can and cannot do. The greatest gift is the peace of mind they give, knowing they will identify problems and solutions and ensure a productive workflow and good communication. I highly recommend them for development work and especially startups who are in need of a trusted team they can build with.

WordPress Review from Scott Hahn
Iotric delivered exceptional custom code for our WooCommerce project. Their expertise in developing tailored solutions was evident throughout the process. The team's professionalism and attention to detail ensured that our specific requirements were met with precision. Communication was smooth, and they consistently met deadlines. The result exceeded our expectations, seamlessly integrating with our existing WooCommerce setup. Iotric's ability to understand and translate our needs into efficient, high-quality code was impressive. The project progressed without any hitches, making the experience stress-free and enjoyable. I highly recommend Iotric for any custom WooCommerce development needs. Their technical skills, reliability, and commitment to client satisfaction make them an excellent choice for businesses seeking top-notch e-commerce solutions.

Web Development Review from Juan Engelbrecht
Great hard work as always. Will definitely recommend them for any IT related task
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsEnterprise AI Solutions | Scalable . Flexible. Sustainable
Seasia Infotech is a global AI-powered digital engineering company with 25+ years of experience delivering custom software, AI solutions, cloud applications, mobile apps, and enterprise platforms. We help businesses accelerate innovation, improve efficiency, and drive digital transformation...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- AI Development
- Big Data Analytics
- Show more
- Location
- Emeryville, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 62 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSeasia Infotech Services
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Seasia Infotech Reviews & Testimonials

eCommerce Development Review from cornelia verden
This Company is AMAZING, they are very professional. We hired them to build my website, and they did an EXCELLENT job. They continuously communicated with me during the development phase. If you want a beautiful, well-designed, professional website that has optimum functionabilty, You must go with Seasia Infotech. You can always expect excellent quality services from the professionals at Seasia Infotech.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Ideas Turned Into Reality
Techwink provides High Quality Mobile Application, Web Design & Development Solutions that will help you incarnate your ideas...
Top Services:
- AI Development
- Blockchain
- Mobile App Development
- Web Development
- Software Development
- Show more
- Location
- Chandigarh, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $30/hr
- Portfolios Count
- 33 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTechwink Services Services
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Techwink Services Reviews & Testimonials

AI Development Review from Ashish Handa
Techwink Services delivered the AI Chatbot project on time and were responsive to our needs throughout the process. Their project management was efficient, ensuring timely delivery of items and addressing any issues promptly.

AI Development Review from Julian Mossanen
Techwink's AI development services were instrumental in transforming our operations. Their team tailored solutions for each area we wanted to enhance - fraud detection, algorithmic trading, risk management, customer service chatbots, and personalized financial advice. They developed sophisticated algorithms and models to identify fraudulent activities, optimize trading strategies, manage risks effectively, enhance customer interactions through chatbots, and provide personalized financial advice to our clients. Key deliverables included customized AI models, chatbot integration, risk management tools, and enhanced trading algorithms

AI Development Review from Wolfgang Giersche
ThirdEye Data provided us with AI consulting. Initially, we had several meetings to explain our goal. We tasked the team with analyzing whether we should use AI algorithms to increase our manufacturing equipment's performance, reliability, and quality output. For me, it was important that a partner matched the deliverables, timeline, and budget, and ThirdEye Data met all those requirements, which is rare in most projects.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsMobile Apps & Web Development Company In USA
Apptechies is a USA-based mobile app and web development agency delivering innovative, scalable, and high-performance digital solutions. With 250+ experts and 1500+ successful global projects, we specialize in mobile apps, websites, AI solutions, UI/UX design, and enterprise software...
Top Services:
- Mobile App Development
- Blockchain
- IoT
- Web Development
- UI/UX Design
- Show more
- Location
- Austin, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 30 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsApptechies Services
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Apptechies Reviews & Testimonials

Mobile App Development Review from Mohammed Mujahid
Apptechies came in at the right time. I was looking for a way to make our services more accessible to clients who are always on the move. From the beginning, their team showed real interest in how our users interact with IP data and what would actually make their experience easier. They asked the right questions and gave thoughtful input that helped shape the app from the ground up.They kept me involved throughout the process, sending updates, showing progress, and always listening to feedback. What we ended up with was a clean, easy-to-use app that lets users log in, check updates on their cases, and get alerts in real time. Clients have already said they feel more connected and in control.Apptechies didnt just build what I described. They brought ideas that made the final product stronger. It felt like a real partnership, not just a service. They were easy to talk to, fast to act, and fully invested in getting it right.

Mobile App Development Review from Robin Gadsby
We needed a professional mobile app to showcase our creative work and connect with clients. Apptechies took our rough ideas and made them real. They started by asking good questions to understand exactly what we needed. Their team explained the process clearly without technical jargon. They helped us build the right features in the right order, focusing first on what mattered most to our business. The app launched on time and works exactly as promised. Our clients can now browse our portfolio and book consultations directly from their phones. The interface is clean and simple, just like we wanted. When we've needed small updates after launch, Apptechies handled them quickly. They've been reliable partners throughout the entire process. For any creative business needing a quality mobile app, we'd recommend working with them.

Mobile App Development Review from Natalie Jane
Apptechies built our mobile app from scratch, and I couldn't be happier with how it turned out. As a CEO, I don't have time for fluff or empty promises! I needed a team that could deliver, and they did. Right from our first meeting, they got what we were trying to do. No fancy tech talk, just straight answers and solid work.The app they built is fast, clean, and easy to use, exactly what we wanted. They didn't disappear after launch either. Whenever we've needed small fixes or updates, they've been quick to help. No run around, no excuses.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsThink Big. Think The Apptitude - We build apps that build your business.
Think Big. Think The Apptitude. This is not merely a slogan - we welcome challenges and deliver sustainable results as per the needs and timeline of clients. From startups to established businesses, The Apptitude has been helping brands succeed in the AI and digital world for well over 9 years...
Top Services:
- Software Development
- Mobile App Development
- Blockchain
- AI Development
- eCommerce Development
- Show more
- Location
- Houston, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 8 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsThe Apptitude Services
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The Apptitude Reviews & Testimonials

Mobile App Development Review from John Kennedy
The team at The Apptitude did a wonderful job of understanding my requirements and delivering the best results possible. From the initial consultation phase of my project to the final phases and optimization, the team showed utmost professionalism and expertise. The initial UI/UX turned out to be beautiful, seamless, and user-centric, as I had in mind. The team’s dedication, support, and skills is top-notch and their communication is cooperative and timely. I highly recommend The Apptitude for app development.

Mobile App Development Review from Julian Hayes
Super happy with the final product, though we had a few back-and-forths on design details. The team was patient and nailed it in the end. They partnered with us. Gave honest feedback and suggested features we hadn’t thought of. Felt like having in-house devs without the overhead.

Mobile App Development Review from Ronak Chandrana
It was a great journey working with The Apptitude. From the initial consultation phase to the final phases and maintenance of the Fittedup project, everything was up to the mark. The team worked dedicatedly and passionately, showcasing great skills and expertise. We had a long and deep consultation meeting where they understood my vision and from there, everything went smoothly. I would surely recommend The Apptitude for high-quality mobile app development and marketing. Thank you for making everything seem so easy!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAI & Blockchain Built for Scale
Dubai-headquartered technology company specialising in AI, Blockchain, Web & Mobile, and DevOps solutions. 14+ years delivering enterprise-grade digital products for clients across the US, UAE, and UK...
Top Services:
- AI Development
- Blockchain
- Software Development
- Web Development
- Mobile App Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Portfolios Count
- 18 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCandour Technolabs Services
Data sourced from the agency's DesignRush profileBlockthree Technologies Borrowland Pinnaclepay Group Limited Vulcan Technologies LLC.
Candour Technolabs Reviews & Testimonials

Blockchain Review from khashayar maleki
I highly recommend working with Candour company. They are extremely professional and reliable. I've been collaborating with them on developing my lending platform, and I'm very satisfied with the experience, especially working with Naresh.
Manoj Dhiman's Review Sourced from Google
As a startup, we needed a team that could turn our vision into a production-ready product quickly. Candour helped us launch our AI-powered app on both iOS and Android. Their project management was incredibly responsive, and they treated our product like their own. The quality of the UI/UX design was particularly impressive. Highly recommend them for any custom software needs.
Avinash's Review Sourced from Google
Smooth experience overall—clear communication, good quality work, and a team you can rely on.What stood out was their commitment and attitude. They stayed engaged and made sure everything worked as expected.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsInnovation Beyond Imagination
iApp Technologies: Trusted digital product development partner helping brands turn ideas into powerful & scalable solutions. We specialize in designing and building high-performance Web and Mobile Apps (iOS + Android) that align with evolving market demands and deliver measurable business impact...
Top Services:
- Mobile App Development
- Blockchain
- AI Development
- Web Development
- UI/UX Design
- Show more
- Location
- Mohali, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $20/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 60 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsiapp Technologies LLP Services
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iapp Technologies LLP Reviews & Testimonials

Mobile App Development Review from Shubhpreet Sidhu
iapp Technologies provided an exceptional experience in developing the SASA Rides mobile app for both Android and iOS platforms. Their team demonstrated outstanding professionalism, clear communication, and a strong commitment to delivering high-quality results. Every stage of the app development was handled efficiently, with timely updates and meticulous attention to detail. They were responsive to feedback, proactive in offering innovative solutions, and genuinely dedicated to client satisfaction. The expertise and dedication they brought to the project made the entire process smooth and stress-free. I highly recommend iapp Technologies for reliable, skilled, and client-focused mobile app development.

Web Design Review from Seth Horsley
I worked with them extensively and they have been very helpful and extremely responsive and have provided very high quality work. Definitely recommend!

Web Development Review from Gursewak Singh Brar
iapp Technologies provided excellent service with timely delivery, clear communication, and high-quality results. Their team is professional, responsive, and truly dedicated to client satisfaction. Highly recommended!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsWeb3 & AI Solutions for an Evolving World
Linum Labs is an industry-leading software development studio building scalable Web3 & AI solutions...
Top Services:
- Blockchain
- Software Development
- Web Development
- Web Design
- AI Development
- Show more
- Location
- Neuhausen am Rheinfall, Switzerland
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 22 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsLinum Labs Services
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Linum Labs Reviews & Testimonials

Blockchain Review from Jean-Luc Terblanche
Linum Labs came in and saved the day - taking over a project that had been delayed by months by a previous development agency. They were able to fully develop and launch our Hybrid Exchange in 4 months. We cannot recommend them enough!

Startup Review from Josh Separzadeh
Amazing! The company and team is so well polished and made it a breeze. I am not familiar with making apps and they made me feel so comfortable in asking questions that I didnt understand.
Priscila Malnero's Review Sourced from Google
Absolutely thrilled with the services provided by Linum Labs! From the moment I engaged with them, I was impressed by their professionalism and commitment to delivering top-notch solutions. Five stars well deserved!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsSoftware and Blockchain Development Company
Ekotek is a leading software company based in Vietnam & Japan, delivering high-quality custom software, web/mobile apps, blockchain, and AI solutions. With 200+ experts, we provide end-to-end services from strategy and design to development and support. Build smarter with Ekotek: contact@ekotek.vn...
Top Services:
- Software Development
- AI Development
- Blockchain
- Mobile App Development
- Staff Augmentation
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 21 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsEkotek Services
Data sourced from the agency's DesignRush profileKEL Avex Spidersilk Capital R-StartupStudio NFT Art&Assets Blockchain Japan Ltd. Koindex early works Nebula Ventures Revenyou
Ekotek Reviews & Testimonials

Mobile App Development Review from Kaytlyn Ly
We hired Ekoios to do a Android and iOS app for us, and we were pleasantly surprised with their attention to detail, quality of work and commitment. We loved the way they were able to look beyond and provide what was right for us with minimum instructions.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsBlockchain | Web3 | Software development
Solicy is a blockchain software development company that provides innovative solutions, including Custom Software Development, dApps, DeFi Solutions, Smart Contracts, Mobile Apps, and AI Solutions. We help businesses drive growth and achieve success through cutting-edge technology...
Top Services:
- Blockchain
- Software Development
- AI Development
- Mobile App Development
- Software Testing
- Show more
- Location
- Yerevan, Armenia
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSolicy Services
Data sourced from the agency's DesignRush profileDAO MAKER LIF3 CoolCats ZeepUp BTC-Fi launchpad Cleverciti
Solicy Reviews & Testimonials

Blockchain Review from Shubham Naliyapara
We worked with Solicy to build our decentralized application from the ground up and it was a great decision. Their team took time to understand our goals and users, helping us shape the product beyond just development.They handled everything including clean and user-friendly design, secure and efficient smart contracts, seamless backend and frontend integration, and easy connection to popular crypto wallets. Security was a priority throughout the process.Communication was clear and consistent. Solicy kept us informed at every stage and offered practical solutions whenever challenges appeared. They adapted quickly and made sure the project stayed on track.Thanks to Solicy, our DApp launched successfully and runs smoothly. If you need a partner who truly understands Web3 and cares about quality, we highly recommend them.

Mobile App Development Review from Bruna Bison Franceschi
Solicy developed a blockchain based KYC mobile app for us and the result was exactly what we needed. The app allows users to verify their identity in a few simple steps and all data stays secure thanks to the blockchain layer. The process is fast user friendly and fully compliant with regulations. Our partners and clients appreciate how easy it is to complete KYC now. Solicy was very responsive throughout the project and delivered everything on time. Great experience from start to finish.

IT Services Review from Valentin Shtefan
We reached out to Solicy to help us integrate multiple third-party APIs into our platform, including payment processing, KYC verification, and real-time crypto pricing. They made the entire process smooth and stress-free.The team understood our business logic fast and mapped out a clean integration plan. They connected everything securely and tested each API to make sure the data was accurate and stable. We now have a dashboard that pulls in live data, handles user verifications, and tracks payments all in real time.Communication was clear, and their team stayed responsive throughout. Solicy also documented everything properly so our internal devs can manage updates later on.If you need a team that knows how to handle real API work and not just write boilerplate code, Solicy is a solid choice.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCustom Software Development, Mobile App Development and Blockchain Development Company
CDN Solutions Group is a leading Blockchain development company, Custom Software, Web and Mobile App development services in USA, AU, and India. We are an ISO 9001:2015 certified IT Solutions Provider company delivering innovative services globally...
Top Services:
- Blockchain
- Mobile App Development
- Software Development
- AI Development
- IoT
- Show more
- Location
- Indore, India
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 10 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCDN Solutions Group Services
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CDN Solutions Group Reviews & Testimonials

Blockchain Review from Armin Anjomian
Our experience with CDN Solutions Group was marked by their expertise, effective communication, customization, punctuality, post-launch support, and the measurable impact of their work. They have truly been a trusted and valuable technology partner in our journey to transform the gaming experience through blockchain.CDN Solutions Group's expertise, effective communication, customization, punctuality, post-launch support, and the measurable impact of their work were all qualities that we greatly appreciated. They have been a dependable and trustworthy technology partner, and their commitment to excellence has been truly impressive.

Blockchain Review from Cory Mekanik
I had the pleasure of working with CDN Solutions Group for custom software, mobile app, and blockchain development, and I am absolutely delighted with the results.I wholeheartedly endorse CDN Solutions Group and would not hesitate to collaborate with them on future projects. Thank you, CDN Solutions Group, for a truly outstanding experience!

Mobile App Development Review from chetan T
CDN Solutions has done a wonderful job with my website and mobile app! They have been with me from the start. We have had an overwhelming number of new clients each month. If we have questions or updates, CDN and his team respond immediately and are very efficient in making changes. I would recommend them to anyone!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsDelivering Innovative Technology Solutions
Nevina Infotech is an award winning Mobile & Web Application development company serving clients across the globe. Our goal is to offer our clients innovative solutions. We are renowned for our expert level high tech custom Web App development, Mobile App development and digital marketing services...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- IoT
- Blockchain
- Show more
- Location
- Ahmedabad, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 31 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNevina Infotech Services
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Nevina Infotech Reviews & Testimonials

Mobile App Development Review from Aishwarya Sridhar
I was initially looking to develop and app like Gpay and Nevina Infotech did the development for the same and then unfortunately as per the change in NPCI guidelines to have 10million active users to tpap license to enter into UPI payment gateway fintech app, then at that point we were stuck and then finally then we decided with to launch app we 3 services by collaboration with cashe and Riskcovry and mobikiwik to enter the market by helping customer which is called as TreePAY which is a simple and secure way to manage your money. You can use Treepay to do contactless payments. Treepay is a payment platform where you can pay your Utility Bills, avail Personal loans and Insurances.Their commitment level and vision towards making a quality product. Mr. Rahim Ladhani CEO is a visionary man and was only focused on quality product development. He educates properly to client all industries are not where cost effectiveness works few industries especially IT services custom software development industries need time and investment to develop a quality product and they are very transparent for the same since day. I would surely recommend nevina infotech private limited.

Android Review from Ayaan Koradia
A very well made app, simple yet efficient.Satisfied with the prompt responses from the team and a very well understanding of the need of the customer.Highly recommended

Web Development Review from Aniq Nurani
Nevina Infotech provided web maintenance services for a consumer goods company. The team solved website's bugs and issues for the client, as well as integrate a new extension for the site. They were able to solve every bug from the client's site. The team went the extra mile by providing solutions and suggestions for the best server configuration. They are supportive, focused, and one call away every time an issue arises.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsIgniting the future of Web3
Protofire is your next Web3 crypto partner. Developing protocols and platforms with smart contracts, dApps, developer tools, wallet solutions, and more...
Top Services:
- Blockchain
- Cybersecurity
- Business Consulting
- Mobile App Development
- Software Development
- Show more
- Location
- San Juan, Puerto Rico
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $90/hr
- Portfolios Count
- 23 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsProtofire Services
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The Hub for Emerging Technologies
We execute our projects following a structured approach of ideation, design, development and deployment. Our client base expands across small and medium enterprises and covers Fortune 500 companies as well. We aim to be a 360° support to our customers in every step of their business journey. We offer...
Top Services:
- AI Development
- Blockchain
- VR/AR
- Mobile App Development
- Web Development
- Show more
- Location
- Gurgaon, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 50 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsMonkhub Innovations Services
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Monkhub Innovations Reviews & Testimonials
Mohit Baghel's Review Sourced from Google
Here, i am working as a intern in android Developer .The team is full Supportive and dedicated towards his work andenvironment is good.
Sangeeta Motiani's Review Sourced from Google
Ayush and his team have done various projects for me. The team is very astute when it comes to understanding clients needs and provides constructive solutions. Extremely satisfied with their solutions and services.Highly recommend them.
Ajaypratap Singh's Review Sourced from Google
Ayush and Raghu are great Founders, As a client I am very happy with solutions they'hve provided for EnergyX - project development partner for Talesun In India
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAI & Blockchain Engineering Studio
INC4 is an engineering studio for product teams building AI across Fintech, Trading, and Web3, founded in 2013. Deep-thinking engineering, embedded with your team.Fintech · Trading · Web3 Since 2013...
Top Services:
- AI Development
- Blockchain
- Software Development
- Mobile App Development
- IT Services
- Show more
- Location
- Kyiv, Ukraine
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsINC4 Services
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INC4 Reviews & Testimonials

Software Development Review from Liudmyla Osadcha
From wireframes to production release, INC4 built all of our user-facing products. The initial concept validation, design, and prototyping was created by our organization, but INC4 helped us to refine our interfaces and ensure the application logic was solid. As a result, we have collectively built and released four interconnected user-facing software applications that all are integrated with blockchain technology.This suite of applications is integral to our business. INC4 made our software products world-class in terms of usability, functionality, and reliability. Working with INC4 ensured our products were built and released on time and on budget.INC4 has a multitude of world-class project managers that make our work easy and fun. The project manager's excellence in communication, technical mastery, and expectation management ensure our project's delivery is of minimal concern. Delivery roadmaps are always communicated clearly and met without fail. The only time deadlines shift are when we (the clients) introduce new development criteria or features that take more time to build. However, even when this happens, the INC4 team are unflinchingly eager to accommodate our changes and adjust delivery processes accordingly. INC4 is efficient, agile, and thorough.The most impressive aspect of INC4 is how they seek to become truly invested in the development and success of each project they work on. They go beyond what is typically expected in this relationship, and are true partners who want to see our company grow. This provides a deep sense of security and trust for us as their clients.We never have to even consider INC4 taking shortcuts during the development journey because that kind of behavior is so opposed to their core organizational ethics. No matter what obstacles this organization faces, they adjust their development capacity accordingly and keep working with consistency & happy attitudes.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsExperts in Sports Betting, Game Development, Blockchain & AI Software Solutions | 100+ Game Devs
Innosoft Group is an expert iGaming and blockchain software company with over a decade of expertise in game development. Our headquarters thrive in the vibrant hub of Indore, India, while our global imprint encompasses strategic offices in the Netherlands and the UAE...
Top Services:
- Web Development
- Software Development
- Mobile App Development
- Staff Augmentation
- Big Data Analytics
- Show more
- Location
- Hoofddorp, Netherlands
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 14 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsInnosoft Group Services
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Innosoft Group Reviews & Testimonials

Web Development Review from Prashant Shrivastava
We used custom website development services provided by the Innosoft team. We are fully satisfied with the communication, quality of the end product, and service level. They helped us in detecting some problems with user experience, although that wasn't a part of the project scope. Recommended as a reliable technology partner.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYou Dream It - We Deliver It
CIDT builds blockchain, Web3, and SaaS products from concept to launch. We combine startup agility with enterprise - grade engineering to deliver secure, scalable, and transparent solutions fast and within budget...
Top Services:
- Blockchain
- Software Development
- Mobile App Development
- UI/UX Design
- AI Development
- Show more
- Location
- Northbrook, Illinois
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 3 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsConsider It Done Technologies Services
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Consider It Done Technologies Reviews & Testimonials

Web3 Development Review from Ihor Palteka
We worked with CIDT on building a web3 tax module for our platform. The team created the full backend: blockchain data processing, NFT and DeFi event detection, VAT logic, and reporting. Communication was easy, and we always talked in Slack with regular Zoom calls to check progress. The system works stable and fits well into our product. We had some extra design iterations, but the team handled them quickly. Overall, it was a good and smooth cooperation, and we are happy with the final result.

Web3 Development Review from Dan Baryshnyk
Working with Consider It Done Technologies has been an outstanding experience. Their team helped us turn the idea of TradeVibe into a fully functional validator and staking automation platform. They managed the entire process - from product architecture and design to backend development and DevOps - with impressive technical precision and attention to detail.
Blockchain Review from Hanna Korovianska
We partnered with CIDT to integrate a cryptocurrency payment module into a custom eCommerce platform we were developing for one of our clients. Our goal was to add a secure and seamless crypto payment option without disrupting the existing checkout flow.The CIDT team handled everything related to blockchain integration from wallet connections and smart contract setup to documentation and testing. Their work was well-structured, efficient, and fully aligned with our development process.A special mention goes to Ramil, CIDTs CTO, whose technical expertise and leadership were outstanding. He guided our team through the blockchain-specific parts of the project, explained complex concepts in simple terms, and helped ensure that the solution was both reliable and easy to maintain.All milestones were delivered on time, communication was smooth, and the final integration performed flawlessly. Within the first three months after launch, over 3% of transactions were completed via crypto payments, with a higher average order value than traditional methods.Overall, working with CIDT was an excellent experience. Theyre a professional, knowledgeable, and trustworthy team, and we look forward to future collaborations.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTop-Tier Game Development. Affordable Pricing.
NipsApp Game Studios is a leading full-cycle Unity and Unreal Engine game development company specializing in cost-effective, large-scale mobile and cross-platform games for startups, indie publishers, venture-backed studios, and enterprises...
Top Services:
- Graphic Design
- Video Production
- SEO
- Blockchain
- Mobile App Development
- Show more
- Location
- Thiruvananthapuram, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 11 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNipsApp Game Studios Services
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NipsApp Game Studios Reviews & Testimonials

Blockchain Review from AVINASH A B ROY
We collaborated with NipsApp Game Studios on a game application integrating blockchain concepts on FPGA. Their team demonstrated strong technical expertise in secure logic implementation, efficient data handling, and hardware-based execution. The project was delivered on time with good system integration and performance optimization. Overall, it was a valuable and well-executed engagement.

Mobile App Development Review from Leif Bowman
Our partnership with NIPSAPP was a resounding success. Their expertise, dedication, and collaborative approach were instrumental in bringing our vision to life, and we would highly recommend them to anyone seeking a reliable and innovative mobile app development partner in the healthcare industry.

SEO Review from Julien Benguigui
NIPSAPP achieved all project deadlines with their exceptional project management approach. Their group showed exceptional service qualities when responding to our questions and business feedback as well as providing technical support during our digital transformation project.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsEmpowering Startups.
RedCat is an information technology firm that provides web and mobile development services to customers all over the globe.Over the last five years, we have assisted foreign startups in securing a suitable position on the market and achieving growth via the use of the most cutting-edge technologies...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- IoT
- Software Testing
- Show more
- Location
- Kharkiv, Ukraine
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 9 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsRedCat Services
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RedCat Reviews & Testimonials

Web Development Review from Danny Gwynne
I loved working with Redcat! They developed a fantastic web application for our media production company. Their team was friendly, professional, and delivered high-quality work on time. They understood our needs and suggested great solutions. The design was modern and exceeded our expectations. Communication was smooth, and they were always available to answer questions. I highly recommend Redcat for web development projects!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsMaking Things Easier
Synthesizing Modern Trends with Contemporary Approaches...
Top Services:
- Web Design
- Web Development
- Digital Marketing
- Social Media Marketing
- Mobile App Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 8 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsVirtue Xolutions Services
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Virtue Xolutions Reviews & Testimonials

Digital Marketing Review from Hassan Javed
Virtue Xolutions is truly a standout Digital Marketing Agency! They delivered exceptional results across multiple projects with a level of professionalism that exceeded our expectations. From crafting captivating marketing collateral designs to developing a compelling company profile presentation, and executing a highly effective LinkedIn leads generation campaign, Virtue Xolutions demonstrated their expertise and commitment to excellence. Their ability to deliver high-quality work within tight deadlines showcases their dedication to client satisfaction. Highly recommended for anyone seeking top-notch digital marketing services!
Fatima Al Mazrouei's Review Sourced from Google
I had a great experience with this team. They delivered my website on time and it looks amazing! Highly recommend.
Khalid Al Hammadi's Review Sourced from Google
We hired this company to revamp our branding and manage our digital marketing campaigns. From start to finish, their approach was strategic and hands-on. They took the time to understand our market and audience, and the results speak for themselves our online engagement and brand recognition have improved significantly. Communication was smooth, and deadlines were always met.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Partners in Success.
Quest Global Technologies is a global leader in development & consultation of cutting-edge Blockchain, Metaverse, AR/VR, QA, Automation, Salesforce & Web3 advancements...
Top Services:
- Blockchain
- AI Development
- Digital Marketing
- IT Services
- Software Testing
- Show more
- Location
- Indore, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 6 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsQuest Global Technologies Ltd Services
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Quest Global Technologies Ltd Reviews & Testimonials

Mobile App Development Review from Crystal Heetai
We hired Quest Global to help build our technical infrastructure from scratch, including a customized blockchain solution, mobile and web app development, and an admin panel. They provided valuable feedback and questioning to direct us and set up the right infrastructure. Overall, I'm satisfied with their work and would highly recommend them.

Mobile App Development Review from Amy DeFaveri
Another company had started the project, so Quest Global picked it up, improved it, and completed it. They did 90%95% of the project. They had all the skills we needed, good technical expertise, reasonable pricing, and they could deliver the project on time. All in all, they were a boutique developing company wed work with the decision-makers and get a high level of service.

IoT Review from Paul Driedger
We have been thoroughly impressed with Quest Global Technologies Ltd and their innovative AI solutions for the railroad industry. From predictive maintenance to real-time performance analytics, their team has truly transformed our operations. Their in-depth understanding of the industry's challenges, combined with their advanced technological capabilities, allowed them to tailor solutions that have significantly improved our efficiency and safety.The integration of AI tools has led to optimized train scheduling, minimized downtime, and more accurate decision-making, directly impacting our bottom line. Moreover, Quest Global Technologies Ltd provided continuous support and expert advice throughout the project, ensuring a seamless implementation.The professionalism, expertise, and dedication of their team make them a standout partner. If you're looking for AI solutions that bring real, measurable improvements, we highly recommend Quest Global Technologies Ltd.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsOutsourcing Partner for App Development
Premium Software Development Agency - AI First | Mobile App Development | Game Development | Web Development | Blockchain Development | Custom Software Development | DevOps | Design Services...
Top Services:
- Mobile App Development
- Blockchain
- UI/UX Design
- Web Development
- AI Development
- Show more
- Location
- Mohali, India
- Number of Employees
- 100 - 249
- Portfolios Count
- 52 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsChicMic Studios Services
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ChicMic Studios Reviews & Testimonials
Karuna Kashyap's Review Sourced from Google
ChicMic Studios has a practical approach to projects. They listen to what you need and work around the requirements.
Flavilla Fongang's Review Sourced from Google
If I could go back to June 2025, I'd ask more questions.I'm the founder of Sixth Hive, a professional business matchmaking platform designed to be powered by AI. I'm not a software engineer, and when I signed the contract to build it, I didn't have a CTO in-house. I hired, via upwork, an agency I believed had the expertise to do it properly, ChicMic Studios, an India-based firm that publicly positions itself on their own website as specialists across mobile, web, AI, blockchain, IoT, gaming and the metaverse.I signed a USD $73,968 fixed-price contract on 30 June 2025. Pre-contract delivery target: February 2026.Over the following 10 months I paid ChicMic Studios in full. What I received was less clear.In May 2026 I appointed Patrick as Sixth Hive's CTO who through an audit that the social graph was not built. His review of the platform led to an audit meeting at which ChicMic Studios themselves produced an internal report estimating 30 to 35 days of Priority 0 and Priority 1 remediation work still outstanding, covering JWT token storage, CSRF protection, and unit-test coverage. On 15 May 2026 I stopped development.Patrick rebuilt the platform from scratch, using AI-augmented development. It went live in under eight weeks.The AWS infrastructure of the ChicMic-delivered platform was costing us approximately USD $1,500 per month. The rebuilt platform runs at below USD $500.During the handover, ChicMic's project manager asked Dajan how he had used AI in the rebuild.Total direct cost of the engagement to Sixth Hive: approximately USD $85,000, plus the rebuild costs and my own founder time.I've now filed a Non-Circumvention violation report with Upwork Trust & Safety and I'm pursuing a UK Information Commissioner's Office complaint under UK GDPR Article 28.I'm sharing this because other founders considering social platform building or AI-related software engagements deserve to see how these things can actually unfold. Every fact above is documented, the contract, ChicMic Studios' own correspondence, their own May 2026 audit report, AWS billing records, and Upwork records.
Avinash Dubey's Review Sourced from Google
Great experience at ChicMic Studios! Supportive team, good work culture, and excellent learning opportunities. A great place to grow your skills.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCustom Mobile Apps, Web Platforms & Blockchain - Paris Studio Since 2018
Paris-based studio building custom mobile apps (iOS/Android), web platforms, SaaS and Web3 products. 50+ in-house developers, designers and PMs, no subcontracting. Apps used by 100K+ people; clients include TF1, Livmed's and Book Village. Projects from 10K EUR. Rated 4.8/5 on Google...
Top Services:
- Mobile App Development
- Software Development
- UI/UX Design
- AI Development
- Web Development
- Show more
- Location
- Paris, France
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 5 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsDigital Unicorn Services
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Digital Unicorn Reviews & Testimonials

Mobile App Development Review from Mahadi Hasan
We hired Digital Unicorn for our mobile app development and web design project- and we worked with their team for around 6 months. Overall, Our experience was Super positive, and they delivered a high-quality service throughout the project. Lucas, Panos, and Chris were especially great to work with. They were professional, responsive, knowledgeable & always willing to understand our requirements and provide the right solutions. the design quality and development work were impressive and the team maintained good communication throughout the engagement. We are very happy with the final results and appreciate the dedication and expertise of the entire Digital Unicorn Teams. I would definitely recommend them to businesses looking for reliable Mobile Ppp development and web design services.
issa kilani's Review Sourced from Google
We worked with Digital Unicorn on the development of our web platform. They listened carefully to our needs, created excellent mockups, and delivered in sprints as planned.Their process and methodology are truly enjoyable. The team is very knowledgeable about web and mobile development.Whether it's Lucas, Sébastien, or Martin, thank you again to them. We're continuing to work with them on maintenance.
Lucienne's Review Sourced from Google
We worked with Digital Unicorn on the development of our mobile and web applications.Lucas and Chris provided excellent support, always available and responsive, even when we changed our minds along the way.The app is live on the app stores, and the web application is running perfectly. We're continuing with them for the future, which says it all.I highly recommend them if you're looking for an application development agency.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCreating Stunning Web and Mobile Apps
Cleveroad is a leading provider of web and mobile solutions that cater to diverse industries and budgets. With a global team of skilled IT professionals and expertise earned from developing 500+ custom apps, we offer end-to-end development services, UI/UX design, cloud-based solutions, and advanced...
Top Services:
- Software Development
- Staff Augmentation
- IoT
- IT Services
- Mobile App Development
- Show more
- Location
- Claymont, Delaware
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 12 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCleveroad Services
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Cleveroad Reviews & Testimonials
Thomas Day's Review Sourced from Google
We engaged with Cleveroad to develop a custom application that we use to support our customer events. From the beginning, the Cleveroad team worked as true partners to understand our needs and outcomes of the product. They worked in a predictable cadence and were a welcome extension of my team. I would highly recommend Cleveroad to anyone looking trusted software development partner.
Matt Needleman's Review Sourced from Google
I have worked with Cleveroad for several years now. They helped me launch an App from scratch and I could not be happier with the results. They worked hard to understand and execute my vision and are incredibly responsive to customer needs. I highly recommend anyone needing App development to work with them.
Camila Romero's Review Sourced from Google
Cleveroad's team is professional, responsive, and highly skilled. We've had a seamless experience collaborating with them. Their structured workflow and attention to detail make them a trusted development partner. Highly recommend!-Pagato team.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsWe build stellar products with top-tier technology experts for innovative businesses worldwide
Rather Labs embarked on its journey in July 2020, fueled by the entrepreneurial spirit of our founders and their commitment to creating advanced applications, captivating games, and beyond...
Top Services:
- Blockchain
- AI Development
- IT Services
- Staff Augmentation
- Software Development
- Show more
- Location
- Buenos Aires, Argentina
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 9 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsRather Labs Services
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Technical Expertise for your Business
Novus a tech firm, specializes in outsourcing web/mobile apps. Expertise includes DeFi, DEXs, tokenization, crypto wallets, NFTs, GameFi, Metaverse. Uses AI for Chatbots, Emotion analysis, Automates admin tasks, Data analysis in Medical Insurance, HR, and B2B wholesale optimization...
Top Services:
- Blockchain
- AI Development
- Software Development
- Mobile App Development
- IT Services
- Show more
- Location
- Warsaw, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNovus.Team Services
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Novus.Team Reviews & Testimonials

Mobile App Development Review from Christopher Mosses
NOVUS TEAM work significantly boosted user interaction and encouraged comments, receiving favorable ratings from users. The team managed the project well, met all project deadlines, and delivered everything on schedule. They proactively shared updates, resolved issues, and integrated feedback. They did an excellent job and understand how to settle any obstacles. Recommend
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsFull cycle blockchain development
Crypton Studio stands out as the foremost leader in custom blockchain development across Europe. With over seven years of experience in the global market, we've successfully completed over 100 diverse projects for clients spanning 25 countries...
Top Services:
- Blockchain
- Web Development
- Software Development
- IT Services
- Web Design
- Show more
- Location
- Riga, Latvia
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 17 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCrypton & Studio Services
Data sourced from the agency's DesignRush profileMotoGP Decentraland Polylastic
Grow with RZLT
RZLT is an AI-Native Web3 Marketing Agency working with 100+ leading protocols and startups and helping them scale, grow, and reach new markets through data-driven growth strategies, community, content & optimization, generating 200M+ impressions and driving 100M in TVL...
Top Services:
- Digital Marketing
- SEO
- Content Marketing
- Branding
- Digital Services
- Show more
- Location
- Zagreb, Croatia
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsRZLT Services
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RZLT Reviews & Testimonials

Web3 Marketing Review from Emiliyan Enev
We started working with RZLT in March 2024 to support DataPond from the earliest stages, with goals ranging from refining our pitch deck and tokenomics to developing a full go-to-market strategy and building ecosystem partnerships. Their team of 25 specialists played a hands-on role in shaping our journey. They created and refined our investor-facing pitch deck, conducted a deep review of our tokenomics, and advised us on blockchain architecture within the ICP stack. Beyond strategy, they leveraged their network to connect us with leading Web3 and AI communities, making introductions that had a direct impact on our growth.The outcomes have been transformative. With RZLTs support, we secured multiple ecosystem grants, built valuable partnerships, and validated a tokenomics model that gained investor recognition. They positioned DataPond as a bridging layer between Web3 and AI ahead of our product launch, setting a strong foundation for long-term success. Project management was reliable and collaborative they were always available for feedback, ad-hoc calls, and iterative improvements. What impressed us most was their ability to blend blockchain expertise with strategic marketing and integrate seamlessly as an extension of our team. RZLT wasnt just a consultant; they were a true partner.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsInternational software product development company. Here is our email: info@urancompany.com
Uran Company is a development agency headquartered in Denver, Colorado, US with offices in Bulgaria and Ukraine. We create custom software solutions: custom app development, cross platform app development, integration services, AWS consulting, QA services...
Top Services:
- Web Development
- Mobile App Development
- eCommerce Development
- Software Development
- Blockchain
- Show more
- Location
- Sliven, Bulgaria
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $75/hr
- Portfolios Count
- 16 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsUran Company Services
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Uran Company Reviews & Testimonials
Jessica Martin's Review Sourced from Google
Uran Company can be easily reached, possesses technical expertise, and is devoted to ensuring project success. Great experience!
John Peter's Review Sourced from Google
I would like to express my gratitude to the uran company and their team for the development of our corporate web portal. My website was built taking into account all of my requirements, and it was done with exceptional quality and delivered well ahead of the agreed-upon deadline.
Ira Tsumareva's Review Sourced from Google
Customer service of Uran is excellent! They were responsible for our mobile app development and did everything on budget on time. Recommended.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsWe Automate Critical Business Processes.
Nzouat is an Oakland, California based digital consulting and development studio founded by Chris Nzouat. The agency which typically works with small to mid-size businesses and startups offers full-stack web and mobile development, blockchain (smart contracts, NFTs, DeFi), AI/ML integration, and digital...
Top Services:
- Blockchain
- Mobile App Development
- Software Development
- AI Development
- WordPress Website Design
- Show more
- Location
- San Francisco, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 13 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNZOUAT Services
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We Create Websites
Custom web design and development studio based in Barcelona and the Vallès region. Premium websites, online stores, and landing pages at a fixed price. Free, no-obligation quote...
Top Services:
- AI Development
- SEO
- Web Development
- Software Development
- Show more
- Location
- Barcelona, Spain
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
- Portfolios Count
- 5 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAds&Nexus Services
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AI-Based Mobile App and Web Development Company
Comfygen Technologies, founded in 2019, is a top mobile app development company based in India. Leveraging cutting-edge technologies like IoT, AI, Blockchain, and AR/VR, Comfygen creates customized, scalable apps for diverse industries...
Top Services:
- Blockchain
- Mobile App Development
- Software Development
- VR/AR
- IT Services
- Show more
- Location
- Jaipur, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 11 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsComfygen Services
Data sourced from the agency's DesignRush profileJOSEPH Aarav DYLAN Sarika Mahewshari Abdalla Nitesh Rajput Mr. Shadab
Comfygen Reviews & Testimonials

Blockchain Review from Sandy K
Excellent team for Polygon blockchain development. Strong technical knowledge, timely delivery, and great communication. They helped us build a scalable Web3 solution with smooth smart contract deployment and integration. Highly satisfied with their service.

Software Development Review from Nhi Do
My overall experience working with the company was very positive. The team demonstrated professionalism and strong technical skills throughout the project. Communication was clear and timely, which helped us stay on schedule. They were responsive to our feedback and flexible in adapting to changes. The final product met all our expectations and was delivered on time. Some minor improvements could be made in the testing phase, but overall, I am very satisfied with the collaboration.

Mobile App Development Review from Rob Lipps
Sonic Foundry Inc. noted that Confygen consistently fulfilled its commitments and demonstrated strong project management skills, keeping the app's development on track. The client was pleased with the final result.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Emerging Tech partner
Codiste is a leading IT services provider that specializes in advanced technologies, including AI,ML,Blockchian and NFT Development, Metaverse, AR/VR Development with Crypto Development. Our Team of experts are highly skilled professionals is committed to delivering innovative and customised solution to meet...
Top Services:
- AI Development
- Blockchain
- VR/AR
- Software Development
- Mobile App Development
- Show more
- Location
- Northridge, Ohio
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCodiste - A Blockchain and AI Development Company Services
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Disruptive Product Development Services
Empowering businesses using advanced technologies and expertise in development solutions & services...
Top Services:
- Web Design
- eCommerce Development
- Web Development
- WordPress Website Design
- AI Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAppricot IT Consultants Services
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Appricot IT Consultants Reviews & Testimonials

IT Services Review from Talha Chaudhry
I want to thank Appricot IT Consultants for developing a fantastic game. The attention to detail, seamless gameplay, and captivating graphics indeed exceed my expectations. I find myself immersed in the game for hours on end, thoroughly enjoying every aspect of it. Their team's dedication, expertise, and creativity have shone through, making this app a masterpiece. Thank you for making this app a reality, and I eagerly anticipate any future projects you undertake.

IT Services Review from Talha Meer
I would like to express my appreciation to Appricot IT Consultants for the incredible Proptech app they have developed. I am impressed by the level of excellence and innovation they brought to this project. The app not only meets but exceeds our expectations, providing an exceptional user experience and delivering on its promises. Their team's expertise, dedication, and attention to detail shine through in every aspect of the app. We look forward to working with you on future projects as well.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCustomized iGaming Solutions for an Engaging Player Experience.
Innosoft UAE: Leading iGaming, Sports Betting, Blockchain, and AI Innovations. Innosoft is a leading software development company and a venture of the Innosoft Group, headquartered in India and The Netherlands. Based in Dubai...
Top Services:
- AI Development
- Blockchain
- Software Development
- Mobile App Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsInnosoft Services
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Scale Smarter. Automate Faster. Transform With AI Solutions
Intellivon is a technology services company that provides artificial intelligence and custom software development services. The company works primarily with healthcare and financial services organizations, supporting them in building, deploying, and maintaining data-driven systems and software platforms...
Top Services:
- AI Development
- Location
- Middletown, Delaware
- Number of Employees
- 100 - 249
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsIntellivon Services
Data sourced from the agency's DesignRush profileCalmSquare EdxTech Finovor Solutions
Multi-platform Game Development & Expert Porting Services
PlayFusionLabs is a technical game development studio specializing in high-end Unreal Engine production and cross-platform porting. With a team of 30+ specialists, we deliver full-cycle development services for PC, Console, and VR platforms. We excel in complex engineering tasks, including advanced physics...
Top Services:
- VR/AR
- AI Development
- UI/UX Design
- Creative Services
- Web Development
- Show more
- Location
- Przemyśl, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsPlayFusionLabs Services
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Custom Software Development | Software Outsourcing
QSoft is a pioneering software outsourcing company based in Vietnam, specializing in providing rapid and effective tech team scaling solutions for mid-sized technology companies and startups...
Top Services:
- Staff Augmentation
- Software Development
- Web Development
- Blockchain
- DevOps Consulting
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 11 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsQSoft Vietnam Services
Data sourced from the agency's DesignRush profileSpenmo Soft Tech Consulting AdsGen DIS Corporation Vault Dragon
Code Your Vision, Create Your Reality, Catalyze Your Growth.
WDCS Technology stands as a premier technology services provider in the UAE, specializing in cutting-edge solutions spanning AI, blockchain, IoT, AR/VR, and Metaverse development, among other offerings. With a reputation for excellence and innovation, we empower businesses to thrive in the ever-evolving...
Top Services:
- eCommerce Development
- Software Testing
- Blockchain
- Mobile App Development
- AI Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $10/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 5 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsWDCS Technology Services
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Building the future of business smarter, faster, and more connected.
We are a seasoned team of software experts developing on the cutting edge of metaverse, blockchain and software development...
Top Services:
- AI Development
- Blockchain
- Software Development
- Web Design
- Software Testing
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsFuture And Happiness Services
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iGaming, Blockchain And AI Software Development Company
Bettoblock is a premier provider of innovative technology solutions, specializing in iGaming, game development, blockchain technology, and artificial intelligence. We excel in AR/VR software development and sports betting software solutions, offering tailored services...
Top Services:
- Web Development
- eCommerce Development
- Mobile App Development
- Blockchain
- Software Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 10 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsBettoblock Services
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Global AI, Blockchain & Custom Software Experts
Bitsclan offers AI/ML, chatbots, AI agents automation, blockchain and custom software development services. Partner with top-rated developers and grow faster...
Top Services:
- eCommerce Development
- AI Development
- Blockchain
- Software Development
- Mobile App Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 2 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsBitsclan IT Solutions Services
Data sourced from the agency's DesignRush profileAirdropja Inc Netexem Inc Fennecvoyage Fizz District
Bitsclan IT Solutions Reviews & Testimonials
Awais Tufail's Review Sourced from Google
A Good place to place your IT Requirements and they will surely finish it by completing it and reaching to its end.
talha abdalli's Review Sourced from Google
Excellent company. People are great there. I have known them since their early days and honestly I've to say these guys did a great job in making their mark in the software industry.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsUpstaff - All the Engineers You Need to Build AI, Web3, and Data Products.
Upstaff provides expert AI, Web3, software, and data engineers to drive business transformation and growth. We excel in solving complex technical challenges, scaling projects, and optimizing system performance through our curated engineering talent pool and in-house expertise. Upstaff, as a software...
Top Services:
- HR Outsourcing
- Blockchain
- Software Development
- Mobile App Development
- AI Development
- Show more
- Location
- London, United Kingdom
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsUpstaff LTD Services
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Upstaff LTD Reviews & Testimonials
Diana Kemeniash's Review Sourced from Google
I had a fantastic experience working with Upstaff! They provided us with an exceptionally skilled developer who truly made a difference in our project, and the outcomes were beyond what we anticipated. The communication was effortless, deadlines were adhered to, and the developer integrated into our team without any issues. I'm excited about continuing our collaboration and would highly recommend their services to others!
Vladyslav Pavlenko's Review Sourced from Google
We had a great experience working with Upstaff! Their team provided us with a highly skilled developer for the project and the results exceeded our expectations. Communication was seamless, deadlines were met, and the developer was easily integrated into our team. We look forward to continuing our partnership and highly recommend their services!
Mykyta Tkachov's Review Sourced from Google
We've been working with Upstaff on several mid-size projects. Happy with their service so far: skilled engineers, competent and responsive management.Upstaff managed to provide expertise in a many tech domains, such as Blockchain/web3, .Net, Java, and data engineering, to name a few. Totally positive experience so far.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsLens for the future, solutions for today.
Next XR Group builds immersive AR, VR, MR, and AI solutions that transform how people learn, train, and work. Operating across 6 countries, weve delivered 60+ enterprise-grade experiences across education, manufacturing, healthcare, and construction, earning 6+ awards globally...
Top Services:
- VR/AR
- Product Design
- Digital Strategy
- Digital Services
- Web Development
- Show more
- Location
- Melbourne, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNextXR Group Services
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Frequently Asked Questions About AI Development Agencies
What is the total cost of AI development?
The total cost of AI development ranges from $50,000 to over $1 million, depending on whether you are buying an off-the-shelf artificial intelligence solution or hiring a custom AI development company.
Typical ranges are:
| Project Scope | Typical AI Use Cases | Cost Range (USD) | Expected Timeline |
| Pilot or Proof of Concept | Simple chatbots, internal assistants, early prototypes | $15,000–$40,000+ | 1–2 months |
| MVP or Mid-Level Build | Automation tools, analytics systems, small GenAI solutions | $50,000–$150,000+ | 2–4 months |
| Advanced Custom AI | NLP pipelines, computer vision, multi-agent workflows | $150,000–$500,000+ | 4–6 months |
| Enterprise-Scale AI | Platform-level AI, regulated systems, high-volume GenAI | $200,000–$1,000,000+ | 6–12+ months |
Usual cost drivers include:
- AI model complexity: 30% to 40%
- Data collection and preparation: 15% to 25%
- Infrastructure and tech stack: 15% to 20%
- Tools choice (open-source vs proprietary): 5% to 15%
- Long timelines and extended engagement: 5% to 10%
- Regulatory and compliance work: 5% to 10%
- Testing, validation, maintenance: 10% to 15%
What is the timeline from signing the contract to the first live use case?
The timeline from contract signing to the first live AI use case typically ranges from 2 to 18+ months, depending on project scope and complexity. Most AI development companies deliver value in phases, starting with a live pilot before expanding.
AI development timeline from contract to first live use case:
| Project Type | Typical Use Case | Time to First Live Use Case |
| Proof of Concept (PoC) or MVP | Simple chatbot, internal assistant, RAG prototype | 4–8 weeks |
| Mid-sized custom AI solution | Invoice automation, CRM agent, analytics tools | 4–6 months |
| Enterprise AI platform | Multi-agent systems, regulated workflows, supply chain AI | 9–18+ months |
The first live use case is usually a limited but real deployment, not a full rollout.
Top AI software development companies start with a PoC or MVP to validate data, workflows, and adoption. Enterprise AI takes longer due to security, compliance, integration, and operational readiness.
What is the typical ROI for AI solutions?
Across enterprise and B2B use cases, studies consistently show an average return of about 3.5× for every $1 invested, with top performers reaching up to 8× returns.
Most organizations see meaningful ROI within 12-18 months, and many deploy their first production AI use case within 6-12 months, which is when returns usually begin.
What is the difference between Generative AI and non-GenAI?
Generative AI (GenAI) uses the patterns it has learned to create something entirely new that didn't exist before. In contrast, non-gen AI is designed to analyze, classify, and predict based on existing data.
- Use GenAI when you need innovation and synthesis. If you need to brainstorm marketing copy, summarize a 50-page transcript, or generate a prototype logo, you want the "creator."
- Use Non-GenAI when you need accuracy and consistency. If you are predicting stock prices, diagnosing a disease from an X-ray, or calculating the fastest route home, you want the "judge" who focuses on facts and patterns.
Take a look at their main differences:
| Area | Generative AI (GenAI) | Non-GenAI (Traditional/Discriminative) |
| Core function | Generates new content | Analyzes or predicts from existing data |
| Typical output | Text, images, audio, video, code, or summaries | A label, a number, or a probability |
| Flexibility | High | Medium to low |
| Predictability | Lower | Higher |
| Risk profile | Hallucinations, data leakage | Model bias, data quality |
| Best use cases | Assistants, copilots, content, exploration | Fraud detection, forecasting, optimization |
| Governance needs | High | Moderate |
What are the most requested AI development services at the moment?
Currently, the most requested AI development services are LLM integration with retrieval-augmented generation (RAG), along with AI agent development.
According to Diffco, the demand for traditional machine learning models is declining, largely because businesses seek complete systems rather than standalone models.
The table below compares client demand across services, by share of engagements:
| Service | Share of total demand |
| LLM/chatbot integration | 20% |
| AI agent development | 20% |
| Custom model fine-tuning | 15% |
| RAG pipelines | 15% |
| Computer vision | 10% |
| Predictive analytics/ML models | 10% |
| Ongoing model maintenance and monitoring | 10% |
What are the best AI companies in 2026?
The best AI development companies in 2026 are:
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