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.
List of AI Development Agencies
26 Companies-Rankings updated: September 05, 2026
Every AI development company featured on DesignRush is evaluated for technical capability, industry experience, solution quality, and verified client feedback. Some featured placements may be paid.
VerifiedVerified by the DesignRush team for authenticity and credibility.
ELEKS, a trusted partner for guaranteed software engineering excellence, quality, and transparency.
Three decades of cross-domain data science underpin ELEKS' AI practice, spanning generative AI, machine learning, computer vision, conversational AI, intelligent automation, and MLOps. With 2,000+ specialists across 20 global offices, the agency counts Latent AI as one of its AI development partners...
Top Services:
Software Development
Mobile App Development
Cloud Consulting
Cybersecurity
AI Development
Show more
Location
Chicago, Illinois
Number of Employees
1000 & Up
Average Hourly Rate
$50/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
12 Projects Listed
ELEKS Services
Software Development
Mobile App Development
Cloud Consulting
Cybersecurity
AI Development
ERP Consulting
CRM Consulting
Product Design
Big Data Analytics
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Aramex
TAIT
Acino
GRTGaz
Autodesk
Blackboard
Havas
ESET
Eagle
teleologica
Data sourced from the agency's DesignRush profile
ELEKS Reviews & Testimonials
John Armstrong Founder, CEO & CTO at Civex
5.0★
Software Development Review from John Armstrong
ELEKS was able to take our vision and help us deliver an app that empowers retail shareholders to make their voices heard. They’ve brought a depth and breadth of technical expertise and user experience design to challenge us on our assumptions on how people would want to interact with the app. From a mobile development perspective, we wanted to go to market with both an Android and an iPhone simultaneously.
Mark Battcock Digital Communication Director at Imerys
5.0★
Software Development Review from Mark Battcock
We are very happy with our ELEKS partnership; the dedication of the team is exceptional. We would certainly recommend ELEKS and would be happy to work with them again. In fact, they continue to be our partner for the 2nd phase of the CDX project to add even more customer services to the website.
Huntly Christie CEO at Christie Lites
5.0★
Software Development Review from Huntly Christie
What impressed me about ELEKS is the culture. There is a very strong culture of discipline and performance, and software is a profession where discipline is very important. Good software development can only happen with a strong work ethic, and I think the ELEKS team really understands that.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.
AI & Cloud Software Engineering
Offering 13+ years of AI expertise and pre-built AI modules, Flyaps promises a PoC within 3 months. Its services span generative AI, predictive analytics, computer vision, intelligent automation, and MLOps across telecom, HR, media, logistics, urban planning, and retail industries...
Top Services:
Software Development
AI Development
IT Services
DevOps Consulting
Cloud Consulting
Show more
Location
New York City, New York
Number of Employees
Under 49
Average Hourly Rate
$49/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
9 Projects Listed
Flyaps Services
Software Development
AI Development
IT Services
DevOps Consulting
Cloud Consulting
Web Development
Staff Augmentation
Web Design
Business Consulting
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
NetSpark IP & Telecom
MyersBiz Net
Yaana
Airbyte
Nextgen Clearing
JOIN
Relocate
Shoelace Wireless
Data sourced from the agency's DesignRush profile
Flyaps Reviews & Testimonials
Andrew Stetsenko Founder at GlossaryTech, backed by Dice
5.0★
Python Django Review from Andrew Stetsenko
We partnered with Flyaps to build the GlossaryTech Chrome Extension from scratch, including the backend for tech terminology analysis. The goal was to help recruiters, sales professionals, and other non-technical specialists in IT quickly understand the technical terms they encounter every day.The first release shipped back in 2017, long before today's AI tools were available off the shelf. Flyaps built a custom tokenization layer on top of NLTK library to resolve the ambiguity problem - distinguishing "Go" the language from "go to the shop," or "Swift" the framework from the adjective, while also correctly recognizing multi-token terms like "Ruby on Rails" or "Amazon Web Services". It was a pragmatic, precise solution that made the extension genuinely usable from day one.The outcomes have validated that early bet. GlossaryTech now holds "Featured" status in the Chrome Web Store, has passed 25,000 downloads, and consistently serves 10,000+ weekly active users and 2,000+ daily active users. For a niche professional tool, that level of organic, sustained engagement is rare - and it traces directly back to the technical foundation Flyaps put in place.Beyond the engineering, what stood out was how Flyaps engaged with the product itself. They contributed to architecture decisions, flagged edge cases early, and treated scope conversations with honesty rather than upsell. Communication was straightforward throughout, deadlines were met, and the codebase has held up well as we've extended the product over time.I'd recommend Flyaps to anyone looking for a partner who combines solid engineering with genuine product thinking. They've been central to GlossaryTech's success and continue to be a team we trust.
Dariia Ryzhova Product Manager at Nextgen
4.7★
Software Development Review from Dariia Ryzhova
Our collaboration with Flyaps has lasted for several major projects, of which I personally worked with them on two. I am very satisfied with the level of expertise (both technical and domain), the involvement and responsibility of the teams, and the quality of delivery. We successfully brought 2 major products to life together. Flyaps teams have diverse specializations, so I had the opportunity to attract consultants from different fields: software developers, including high-level architects, DevOps, QA, and business analysts.The teams have a modern technology stack and are experienced in Agile development. This allowed for smooth integration with internal teams and processes. It is also important to note that Flyaps provides technical consulting on demand, and this was very valuable service as well. Overall, I can recommend working with Flyaps as a reliable and high-quality partner.
ТОВ ХОТНАЙТС Review from Google
5.0★
ТОВ ХОТНАЙТС's Review Sourced from Google
Flyaps delivered outstanding results for our e-commerce store! They built a visually stunning and high-performing website that perfectly captures our brand. Since launching, our site speed has improved by over 60%, and we've seen a noticeable increase in our conversion rate. Their team's technical expertise is top-notch, and the new admin panel they created has made managing our operations so much easier. I am happy to recommend this team of professionals.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
We support businesses in managing their growth with tech solutions.
Exposit is a technology provider that specializes in crafting solutions for Web, Mobile, and Enterprise software. Our comprehensive range of services covers every stage, starting from the initial, all the way to its successful launch and scalable implementation, so our clients expand their business...
Top Services:
AI Development
IT Services
Location
Gdansk, Poland
Number of Employees
100 - 249
Average Hourly Rate
$40/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
20 Projects Listed
Exposit Services
AI Development
IT Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Wizart
Bankish
Tribal
Plend
MEDVision
Apollon
GAP
Polygran
Refunite
Disys
Data sourced from the agency's DesignRush profile
Exposit Reviews & Testimonials
Ráda Ryžykava Head of Dept. / Product Owner at Bamboo Group OÜ
5.0★
Machine Learning Review from Ráda Ryžykava
The project is aimed at using ML to count the number of streetlights for a customer in the Arab state. The Exposit team interviewed our developers, inspected our dataset, analyzed our workflow, and discovered existing and potential pitfalls that could hinder our progress. Exposits specialists welcome a challenge, and they dont look for easy solutions. While it is customary for consultants to completely dismiss the work you have already done and propose a solution of their own, the Exposit team took the more difficult approach of taking what we had and making it better. They succeeded admirably. In addition to fulfilling their duties, they also shared lots of useful advice on how to improve the quality of our work.
Pavel Batashou CTO at Wizart Inc.
5.0★
Software Development Review from Pavel Batashou
With Exposit, we were developing our product MVP - an AR-powered solution for visualizing finishing materials and home decor. The team designed the self-developed unique data processing, training, and modeling process based on ready-made software. At the end of the project, we got a web demo, a widget for instant wallpaper modeling, and an AI-driven iOS app based on a convolutional neural network. We are absolutely satisfied with the results and are continuing to work with Exposit as partners.
Julia Apranich CBDO at APRO Software
5.0★
Software Development Review from Julia Apranich
We worked with the Exposit engineering team on web and mobile apps for different business domains. Two software engineers for Frontend and Backend development. Previously we also worked with their mobile team. Mostly they were engaged in software development and support. The most valuable factors for our company were their willingness to provide resources ASAP and openness and productivity in communication. We appreciate their attention to the project requirements.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
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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
Lionwood.software Services
Software Development
Mobile App Development
Web Development
Blockchain
Staff Augmentation
IT Services
Web Design
Product Design
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Blue Fetch
Into University Partnerships
DS Apteka
Dizmo Inc
Lingon Certificates AB
Data sourced from the agency's DesignRush profile
Lionwood.software Reviews & Testimonials
Daria Hlavcheva Head of Business Development at KeenEthics
5.0★
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.
Anonymous General Manager at S+H TECHNOLOGY SA
4.0★
.Net Review from Anonymous
We outsourced application development work to this team. They proved to be reliable, precise, and competent, consistently delivering on time.
Anonymous Owner at Fenix-plus
5.0★
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 Reviews
In a world full of sunsets, we are the Northern light.
Kindgeek is an AI-native fintech product engineering company. We help licensed fintechs, payment companies, neobanks, and global enterprises build, launch, and scale regulated financial products...
Top Services:
Software Development
Web Development
Mobile App Development
Product Design
UI/UX Design
Show more
Location
Lviv, Ukraine
Number of Employees
100 - 249
Average Hourly Rate
$40/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
62 Projects Listed
Kindgeek Services
Software Development
Web Development
Mobile App Development
Product Design
UI/UX Design
AI Development
DevOps Consulting
Blockchain
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Jaja
University of Basel
eduki
HyperJar
The Interface Financial Group
Grafter
Hive
Unique Digital
Puls
TUI
Data sourced from the agency's DesignRush profile
Kindgeek Reviews & Testimonials
Pavlo Ivanishchin CEO at IOPS.TEAM
5.0★
Outsourcing Review from Pavlo Ivanishchin
Our collaboration with Kindgeek and their dedicated expertise in product development services, combined with our own specialized IOPS team in DevOps services, has been extensive. We've tackled a wide array of finance projects, both internal and external, which have encompassed diverse areas, including the development of leading fintech solutions for various financial services. Working closely together, we've harnessed our collective strengths and expertise, consistently delivering top-notch services that showcase our powerful synergy.Kindgeek's project management delivered items on time and promptly responded to our needs. They were adaptive, communicated effectively, and demonstrated proactive problem-solving skills, contributing significantly to our project's success.What we found most impressive and unique about Kindgeek was their unwavering professionalism, focus during meetings, and clear sense of accountability. Their commitment to delivering results and transparent communication set them apart in our eyes.
Iryna Povkh Business Development Manager at KindGeek
5.0★
Software Development Review from Iryna Povkh
A people-oriented company with great social responsibility projects and proficiency in Product Design and Development and Digital Transformation Services.
Dan Hnatkovskyy CEO at Brainify
5.0★
IT Services Review from Dan Hnatkovskyy
I've had an excellent experience with the KindGeek team. Its project management is impeccable: processes are polished and in place, the desire to help their partners and clients is always there, and managers pay attention to client requirements. The team's engagement met the expectations, and their willingness to help and contribute with their vision to our product was impressive. They established a seamless workflow through a customer-centric culture of communication. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
We work with Startups and Businesses with enterprising new ideas. Delivering Premium Mobile app development and AI Powered Software solutions. Our agile development model ensures speed of delivery and scalability, while our AI-powered solutions enhance functionality and user experience...
Top Services:
Mobile App Development
AI Development
Staff Augmentation
Software Development
Wearables
Show more
Location
Mumbai, India
Number of Employees
100 - 249
Average Hourly Rate
$25/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
86 Projects Listed
WDI Services
Mobile App Development
AI Development
Staff Augmentation
Software Development
Wearables
IoT
Web Development
UI/UX Design
DevOps Consulting
Cloud Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
David Costlow
Dale Foster
Rohan Raut
Alex Scalia
Sherina Rathore
Paul Davys
Zachary Lynch
Anand Mehrotra - Sattva Connect
Vikas Dixit - Angel Broking
Ruchika Karla - Accessibily
Data sourced from the agency's DesignRush profile
WDI Reviews & Testimonials
Konrad Korobowicz Founding Partner at Anava Capital
5.0★
Mobile App Development Review from Konrad Korobowicz
Thanks to Wdi's expertise and dedication, the music app achieved a 400% increase in downloads within the first month of launch, demonstrating significant progress and success.
Abdelrahman ALMULLA Co-Founder at techArabia
5.0★
Mobile App Development Review from Abdelrahman ALMULLA
wdi took the vision we had and turned it into something even better. They built this incredibly detailed app that lets users filter hotels based on things like airport transfers, car services, or other specific amenities. Travelers can also quickly spot deals or limited-time offers with just a glance.One of the coolest parts is how the app keeps guests updated when theyre checked into a hotel - whether it's on-site events or nearby activities, theyll get notifications straight to their phone. The feedback system they added is a game-changer. Guests can send questions or share thoughts right from their rooms, and they get notified the moment theres a response.
Aaron Birkby CEO & Co-Founder at Tribe Global Ventures
5.0★
Mobile App Development Review from Aaron Birkby
We had many very clear outcomes and timelines based on our needs that were identified before the project began. They provided regular updates and progress reports via email and virtual meetings throughout the project. Typically in two-week sprints.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
dotcode is a full-cycle software development company. At dotcode, we know how its crucial to understand the users needs when building a successful product. Our team combines amazing minds in Front-End, Back-End, Web and Mobile Development, Quality Assurance, Business Analysis, and UI/UX Design...
Top Services:
Software Development
Mobile App Development
Web Development
Web Design
Product Design
Show more
Location
Lviv, Ukraine
Number of Employees
Under 49
Average Hourly Rate
$35/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
21 Projects Listed
dotcode Services
Software Development
Mobile App Development
Web Development
Web Design
Product Design
AI Development
UI/UX Design
DevOps Consulting
Cloud Consulting
Digital Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Thrive
Venue Report
Ply
FlyJets
Prove
Lynked
Provoso
Bedrock
Educational Copilot
Heritage Humanities
Data sourced from the agency's DesignRush profile
dotcode Reviews & Testimonials
Khang Pham founder at TxK Gaming Studios GmbH
5.0★
Mobile App Development Review from Khang Pham
Choosing dotcode was one of the best decisions we made for our business. Their team's ability to understand our vision and turn it into reality was remarkable. Not only did they provide app development, but they also ensured our project was completed quickly and successfully. Their post-payment work format eliminated any risks on our end, making the collaboration seamless and stress-free. We couldn't be happier with the result
Ben Goodfellow Managing Director at Bristol Technology Group
5.0★
Web Development Review from Ben Goodfellow
Dotcode exceeded our expectations in every way possible. Their commitment to meeting deadlines and budgets was evident from the start, and they delivered a flawless end product. The transparency they maintained throughout the project gave us peace of mind, knowing exactly where things stood at all times. If you're looking for a reliable partner for your design and development needs, look no further than dotcode
Sofia Diaz Brand & Creative Strategist | at Known
5.0★
Product Design Review from Sofia Diaz
I had an idea and vision, which intent helped me bring to life. We required a platform that would be usable on different types of mobile and desktop devices, as well as work on different browsers.We went through the process of designing the product and building an MVP. Their UX designer evaluated the mockups I gave them. Then, they gave me some suggestions on how to improve the product and provided a UI designer, who built the interfaces.From there, intent handled the following stages of product development. We went through several iterations based on user feedback for the MVP, and every feature was QA-tested before release. Now, we continue to improve the product on a monthly basis.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
VerifiedVerified by the DesignRush team for authenticity and credibility.
Full-Cycle IoT and Software Development company
We deliver cutting-edge, scalable, and fully functional IoT hardware and software products and ecosystems that help clients achieve their specific objectives...
Top Services:
IoT
Software Development
Mobile App Development
AI Development
Big Data Analytics
Show more
Location
Warsaw, Poland
Number of Employees
500 - 999
Average Hourly Rate
$50/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
24 Projects Listed
Yalantis Services
IoT
Software Development
Mobile App Development
AI Development
Big Data Analytics
IT Services
Cybersecurity
Staff Augmentation
Cloud Consulting
UI/UX Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
RAKwireless
Toyota Tsusho
KPMG
Healthfully
Orbis Systems
Lifeworks
Scholz Databank
123 Sourcing
Truhoo
Data sourced from the agency's DesignRush profile
Yalantis Reviews & Testimonials
Sergei Lishchenko Director of Digital Experience and Innovation at Orbis System
5.0★
Fintech Review from Sergei Lishchenko
The exception team the client collaborated with brought in fresh ideas and innovative technologies previously unfamiliar to the client. For example, with Yalantis' guidance, the client's developers explore the Go language. The primary reason the client chose Yalantis is its strong organizational and project management skills. It's not just about the developers; Yalantis provides a comprehensive support framework, ensuring that a project manager is consistently present. (Verified via email)
Jason Jung Senior engineering manager at Zillow
5.0★
Software Development Review from Jason Jung
Yalantis functions as an integral scrum team, supporting the development teams of a real estate firm. It created renovation project management tools that encompass a web app, a mobile app, and a backend system. Thanks to Yalantis, the client expanded development capabilities and achieved key short-term goals. Its quick integration was pivotal in launching various projects. Beyond delivering top-notch work, Yalantis emphasizes a culture that prioritizes the customer's needs. (Verified via email)
Roy D Partner at RAKwireless
5.0★
Outsourcing Review from Roy D
An IoT manufacturer teamed up with Yalantis to craft an application, enabling users to manage their devices more efficiently. Utilizing Node.js and basing the architecture on Circulus, Yalantis delivered commendable outcomes. It is responsive to any development challenges, offering swift resolutions. The client appreciates Yalantis' proactive stance, impressive technical expertise, and practical solution suggestions. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Trusted IT Partner for SMBs & Enterprises Since 2001 | Dedicated Teams | Industry-Specific Solutions
Altoros is a 350+ person strong IT consulting and development group. For over 20 years, we've been assisting Global 2000 organizations in getting software products to market faster and reducing the cost of R&D experiments to enable stable business growth...
Top Services:
Software Development
Mobile App Development
Web Design
Web Development
Staff Augmentation
Show more
Location
Pleasanton, California
Number of Employees
250 - 499
Average Hourly Rate
$50/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
12 Projects Listed
Altoros Labs Services
Software Development
Mobile App Development
Web Design
Web Development
Staff Augmentation
Software Testing
AI Development
IoT
Cloud Consulting
Big Data Analytics
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Siemens
Toyota
Hitachi
Huawei
Denso
LikeFolio
Dealflo
iFit
Walmart
EQ Bank
Data sourced from the agency's DesignRush profile
Altoros Labs Reviews & Testimonials
Daria Stolyar Manager at Custom Software Development Company
5.0★
Software Development Review from Daria Stolyar
We hired Altoros engineers as an essential extension of our client-facing internal teams. This was a tough decision because our reputation as a brand depends on the overall efficiency of our processes and we needed to make sure all risks are mitigated when it comes to delivery. Altoros has not let us down.Together with Altorosians we successfully deployed a number of tough and technologically complex projects on time. So our collaboration is certainly set to continue.
Victoria Lewis Director at Equine Affairs Ltd
3.5★
Software Development Review from Victoria Lewis
We enjoy working with our team, Roman Yurkin, Tatyana Kobzar, Svetlana Kalchanka and Tatiana Anop. They bring expertise and immense value to our business with each piece of work they complete. They are a major part of our business development and delivery.
Greg Lipper Managing Director at Happi Pte Ltd
5.0★
Ruby on Rails Review from Greg Lipper
In my 30 years in the software business, I have never had as positive an experience with an outsourced development services provider as I have with Altoros. Each Altoros engineer we have worked with has been strong technically, estimated development times accurately, completed projects on time, and delivered code and projects with high quality. Beyond that, they have helped improve our thinking and approach with suggestions and ideas that were better than the spec of instructions we supplied.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Shuru is an AI-native engineering, product, and technology consulting company that helps businesses achieve their tech and product goals through strategic consulting, full-cycle product development, and curated staff augmentation...
Top Services:
Mobile App Development
AI Development
Software Development
Cloud Consulting
DevOps Consulting
Show more
Location
Singapore, Singapore
Number of Employees
Under 49
Minimal Budget
$25,000 - $50,000
Portfolios Count
13 Projects Listed
Shuru Services
Mobile App Development
AI Development
Software Development
Cloud Consulting
DevOps Consulting
Managed Services
Staff Augmentation
Business Consulting
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
GoJek
Equiti
Kulu
HaloDoc
Pickup Coffee
Paper.id
Happy Skin Cosmetics
Mosaic Solutions
Green Future Project
EduFarmers
Data sourced from the agency's DesignRush profile
Shuru Reviews & Testimonials
Rafael Umann CEO at Azion
5.0★
AI Development Review from Rafael Umann
Our business processes have changed as a result of their ability to take our ideas and put them into a completely working solution. We are ecstatic with the outcome; working with SHURU has revolutionized our industry. Their group provided an AI solution that greatly increased the productivity of our workflow. They were genuinely aware of our needs, competent, and quick to respond. They are excellent for any AI project, in my opinion. Superb knowledge and assistance! We were pleasantly surprised by the AI models that SHURU produced for us.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
CitrusDev is a team of experts with a general focus on the Internet of Things (IoT) project development. Our team's key points of interest are Smart Home, Smart City, Smart Farm, Automotive, Healthcare, and Indoor navigation domains. We cover the Hi-tech, Retail, Fintech, and Education industries as well...
Top Services:
IoT
Web Development
Mobile App Development
Wearables
WordPress Website Design
Show more
Location
Kyiv, Ukraine
Number of Employees
Under 49
Average Hourly Rate
$35/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
7 Projects Listed
CITRUSDEV Services
IoT
Web Development
Mobile App Development
Wearables
WordPress Website Design
Web Design
Software Development
AI Development
Software Testing
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
DHL
GoGo Band Inc
SmartFarm
Data sourced from the agency's DesignRush profile
CITRUSDEV Reviews & Testimonials
Vadym Hryshchenko Head at NGO Typical Dymer
5.0★
Web Development Review from Vadym Hryshchenko
We worked with Citrus Dev on website developing for our NGO, and the experience was outstanding. The project was delivered on time, within budget, and the quality exceeded our expectations. Communication was smooth and efficient throughout the entire process, making collaboration easy and productive. We highly recommend this team for their professionalism and exceptional work.
Mark Joy Founder at markhjoy.com
5.0★
Mobile App Development Review from Mark Joy
Dima S. responded to one of my job postings on Upwork for creating an audio-related application. He explained the estimated cost of developing such an app, and advised that it would be much more costly than I had anticipated. I was not familiar at all with the costs associated with developing apps, so his explanation was very helpful.He saved me money by going above and beyond to research existing apps that provided similar functionality to the requirements I was seeking. He also found instructions for using native Apple settings for audio that would solve my problem. The settings he found even allowed import of an audiogram that I had gotten at the audiologist for my specifc problem.Though he did not end up developing an app for me, Dima saved me a ton of money by spending his time to research possible existing solutions which I had not found during my own search.I would highly recommend Dima for his level of care for projects and his customers.
Anna Abdulova CEO at Abdulova. Running coach.
5.0★
WordPress Website Design Review from Anna Abdulova
Working with CitrusDev was very comfortable and convenient.CitrusDev developed a website (WordPress) for me with the services I provide to my clients.Since I have a shortage of time, it was important that the team did not need my constant involvement in the process.After discussing all the details, we met a few times to decide on further actions and make corrections.The work format was convenient and clear. And most importantly, it was flexible.The team responded quickly when changes were needed and gave advice for better results.I am happy with our joint project and want to thank CitrusDev for their professionalism and ease of work.Thank you.And I recommend them.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Tekne empowers your business by implementing advanced Artificial Intelligence, Data Engineering and Analysis, Visualization, and Automation solutions. Our expert services are designed to enhance efficiency, drive innovation, and deliver measurable results...
Top Services:
AI Development
Big Data Analytics
Mobile App Development
Software Development
Business Consulting
Show more
Location
Dover, Delaware
Number of Employees
Under 49
Average Hourly Rate
$75/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
4 Projects Listed
Tekne Services
AI Development
Big Data Analytics
Mobile App Development
Software Development
Business Consulting
Product Design
Staff Augmentation
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
VerifiedVerified by the DesignRush team for authenticity and credibility.
Crafting Custom Software & DevOps Outsourcing Solutions Since 2009.
We build AI-accelerated software products faster, smarter, and built to scale. From LLM integrations to full-stack delivery, our teams ship real value. Together with you.Were Valletta.Software a software development company where human engineers and AI work side by side to build faster, smarter...
Top Services:
AI Development
Mobile App Development
Software Development
Staff Augmentation
Web Design
Show more
Location
Cospicua, Malta
Number of Employees
100 - 249
Average Hourly Rate
$44/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
8 Projects Listed
Valletta Software Development Services
AI Development
Mobile App Development
Software Development
Staff Augmentation
Web Design
Web Development
Software Testing
Blockchain
DevOps Consulting
Cybersecurity
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Software Development And AI Solutions For Businesses
Agmis delivers AI and custom software solutions for manufacturing, retail, logistics, and healthcare. Since 2007, we've served 50+ countries with computer vision for quality control, PPE detection, warehouse management, and production planning...
Top Services:
AI Development
Software Development
Software Testing
CRM Consulting
Show more
Location
Kaunas, Lithuania
Number of Employees
50 - 99
Minimal Budget
$25,000 - $50,000
Agmis Services
AI Development
Software Development
Software Testing
CRM Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Pendoah helps North American SMBs turn AI strategy into production systems that pass audits. We deliver secure data foundations, reliable models, and MLOps with compliance and ROI proven in real deployments...
Top Services:
AI Development
Software Testing
Staff Augmentation
Software Development
Show more
Location
Houston, Texas
Number of Employees
100 - 249
Average Hourly Rate
$110/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
4 Projects Listed
Pendoah Services
AI Development
Software Testing
Staff Augmentation
Software Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
ProVal AI
Lymelyt
Xiber
Data sourced from the agency's DesignRush profile
Pendoah Reviews & Testimonials
Bill West Review from Google
5.0★
Bill West's Review Sourced from Google
Sarosh and his team were top notch. I can't say enough about their thorough nature and attention to detail with my project. It really fetl like having an in house development team on my side rather than an outside hire. This team not only did what was asked but continually went above and beyond to make sure that my vision was realized. I would hire them again, without hesitation!
Nathan Gould Review from Google
5.0★
Nathan Gould's Review Sourced from Google
I have been working with Pendoah for AI staff augmentation since December 2025, and the experience has been excellent. Their team integrated quickly with our workflow and delivered high-quality work from day one. Communication has been smooth, and they’re very responsive whenever we need support. Highly recommend them if you're looking for reliable AI talent.
Ethan Michaelson Review from Google
5.0★
Ethan Michaelson's Review Sourced from Google
Pendoah delivered outstanding results, merging deep industry insight with technical expertise to develop a custom AI platform that exceeded our operational and revenue goals. Their management was flawless, communication transparent, and partnership truly collaborative.Highly recommend.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
CognitiveClouds is a custom software product and consumer app development company with a reputation for excellence in creating tailored software solutions...
Top Services:
Mobile App Development
Software Development
IoT
AI Development
eCommerce Development
Show more
Location
Fremont, California
Number of Employees
100 - 249
Average Hourly Rate
$25/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
5 Projects Listed
CognitiveClouds Services
Mobile App Development
Software Development
IoT
AI Development
eCommerce Development
UI/UX Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Algosoup is a London-based software development company that provides AI-native, forward-deployed engineering services by embedding software engineers into client teams. It supports startups, scaleups, enterprises, and agencies with rapid MVP development, product engineering, AI integration, legacy...
Top Services:
AI Development
Software Development
Mobile App Development
Software Testing
eCommerce Development
Show more
Location
London, United Kingdom
Number of Employees
Under 49
Average Hourly Rate
$300/hr
Minimal Budget
$25,000 - $50,000
Algosoup Services
AI Development
Software Development
Mobile App Development
Software Testing
eCommerce Development
VR/AR
Blockchain
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Mutually Human is a digital engineering firm that helps organizations transform business challenges into competitive advantages through intelligent technology...
Top Services:
Mobile App Development
Software Development
AI Development
Big Data Analytics
IoT
Show more
Location
Grand Rapids, Michigan
Number of Employees
50 - 99
Minimal Budget
$25,000 - $50,000
Portfolios Count
4 Projects Listed
Mutually Human Services
Mobile App Development
Software Development
AI Development
Big Data Analytics
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Van Andel Education Institute
GFS
American Red Cross
Nutrilite
Gentex Corporation
Apple
Whirlpool
Cascade Engineering
JR Automation
Become Unmistakable
Data sourced from the agency's DesignRush profile
Mutually Human Reviews & Testimonials
Shari Hennekes Review from Google
5.0★
Shari Hennekes's Review Sourced from Google
“Mutually Human and Jim Walsh are an outstanding resource for business intelligence and custom software solutions. They take outdated, inefficient systems and transformed them into powerful automation tools—turning scattered data into clear analytics, dashboards, and AI-driven insights that make decision-making so much easier. Thanks to their work, companies can focus on growth without technology holding them back. Jim is professional, collaborative, and great to work with—I highly recommend them!”
Shane Poch Review from Google
5.0★
Shane Poch's Review Sourced from Google
Working with Mutually Human has been a great experience. Their team has been professional, responsive and are enjoyable to collaborate with. I'm impressed with their ability to understand our vision and bring it to life through solid execution.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Bridging the Gap with Big Data, Connecting Possibilities with People.
Adastra Corp connects businesses worldwide with the opportunities that data offers. With over 20 years of experience, we are leaders in Big Data, IT, and AWS consulting. We deliver high-performing, secure solutions, bridge the gap between business strategy and technology, and accelerate innovation...
Top Services:
Cloud Consulting
Big Data Analytics
Software Development
Mobile App Development
IT Services
Show more
Location
Toronto, Canada
Number of Employees
1000 & Up
Average Hourly Rate
$150/hr
Minimal Budget
$25,000 - $50,000
Portfolios Count
5 Projects Listed
Adastra Services
Cloud Consulting
Big Data Analytics
Software Development
Mobile App Development
IT Services
AI Development
CRM Consulting
Business Consulting
IoT
DevOps Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
blizoo
BNP Paribas Personal Finance
DZI
Prophon
Societe Generale Expressbank
Vivacom
Data sourced from the agency's DesignRush profile
Adastra Reviews & Testimonials
DESMOND AGADA Review from Google
1.0★
DESMOND AGADA's Review Sourced from Google
Scam alarm 🚨 Fake joke offers , sending out electronic cheque to extort money from innocent victimsThey literally ask you to resign from your current job to make there scam legit. Don’t fall for it, stay away
sravan kumar Review from Google
1.0★
sravan kumar's Review Sourced from Google
Never go forward with this recruiting company they just take candidates for grantedThey had me interviewed for three rounds even the client was satisfied and said that he will go forward with me but later I recieved a mail saying some internal candidate was hired I was ok even with thatA few days later they approached me for another client the same thing happened the client was ok with me and sent a positive feedbackLater the same mail saying that some internal candidate was hiredI just don’t understand the concept of taking these pointless interviews of meIf they were to hire some one internally
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
We help brands design and build superior digital products, enabling seamless user experiences only at the best Mobile App Development Company...
Top Services:
Mobile App Development
Cloud Consulting
DevOps Consulting
AI Development
Big Data Analytics
Show more
Location
Berkeley, California
Number of Employees
500 - 999
Average Hourly Rate
$25/hr
Minimal Budget
$25,000 - $50,000
App Maestros Services
Mobile App Development
Cloud Consulting
DevOps Consulting
AI Development
Big Data Analytics
Software Development
UI/UX Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Bed Bath & Beyond
Amazon
FedEx
DreamWorks
WhiteCastle
Walmart
Kohls
Politicos
Data Stream
Artizone
Data sourced from the agency's DesignRush profile
App Maestros Reviews & Testimonials
David B Review from Google
1.0★
David B's Review Sourced from Google
I want to share my experience so others are aware of the tactics this company uses. I was first contacted via an unsolicited spam text message promoting app development services. I had never heard of this business before, nor did I request any information from them. To see who was really behind the spam, I replied with a simple question about app pricing. The next day, I was contacted directly by this company.What was most concerning is that they tried to claim I had emailed them asking for their services — which is completely false. I never sent them an email or initiated any legitimate contact. The only reason they had my information was because of their own spam outreach. This is both misleading and dishonest.Professional companies do not need to resort to spamming strangers or fabricating stories about how potential clients found them. This type of behavior demonstrates a serious lack of transparency and integrity. If a business cannot be upfront and honest during the very first interaction, it raises major red flags about how they would handle a client’s project, communication, data, and money over time.Based on my experience, I cannot recommend this company. Trust is one of the most important parts of choosing a development partner, and unfortunately, their conduct showed me they are not worthy of that trust. I strongly advise anyone considering working with them to be cautious and look elsewhere for reputable professionals.
Ruth Carlson Review from Google
5.0★
Ruth Carlson's Review Sourced from Google
App Maestros is an efficient source for developing optimal applications as their designed app for my delivery business is nothing short of splendid with innovative features and an intuitive interface. Many thanks to them.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Show + Tell is a branding and web product agency creating impactful experiences for high-growth brands. Helping you out-perform creatively, strategically and commercially...
Top Services:
Design Services
Digital Services
Branding
Web Design
Web Development
Show more
Location
Leeds, United Kingdom
Number of Employees
Under 49
Average Hourly Rate
$90/hr
Minimal Budget
$25,000 - $50,000
Show + Tell Services
Design Services
Digital Services
Branding
Web Design
Web Development
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Atlas Venture
O&3
Warwick University
Build the Bandwagon
HealthQuest Capital
Optinet
Sanderson Weatherall
Data sourced from the agency's DesignRush profile
Show + Tell Reviews & Testimonials
Becca McCreath Review from Google
5.0★
Becca McCreath's Review Sourced from Google
An absolute pleasure to work with. The team totally understood our brief from the outset, they spent time getting to understand our business and our brand and then seamlessly bought our website to life and exceeded expectations. The entire project ran smoothly and with ease from our side. Their ability to be creative and take our requests and bring them to life was exceptional.
Varinia Peñaloza Rivera Review from Google
5.0★
Varinia Peñaloza Rivera's Review Sourced from Google
We worked with Show + Tell to build an innovative website that could elevate our brand through motion and animation. We needed a modern, scalable CMS built on a headless architecture to support future growth — and they absolutely delivered.Despite a very tight timeline, the team handled the full website build, CMS setup, front-end development (using Next.js), micro-animations, and launch management smoothly and efficiently. Thanks to their close collaboration, daily progress calls, and hands-on project management, the launch was on time, fully tested, and technically high-performing — exactly what we hoped for.What impressed us most was their can-do attitude and genuine commitment to achieving the best outcome for us. They were honest, upfront, and clearly experts at what they do, offering best-practice advice throughout. Even last-minute changes were handled without any drama — just smart solutions.We couldn't be happier with the experience and are already looking forward to working with Show + Tell again on our next project!Highly recommend.
Emma Johnson Review from Google
5.0★
Emma Johnson's Review Sourced from Google
It's been an absolute pleasure working with Show + Tell. We quickly formed an excellent relationship and the new brand identity created by Show + Tell really stands out in the marketplace and reflects the values we wanted to share within the industry.The ease of usability and design of the website has enabled us to showcase our service offering and available courses in a really engaging way. The whole team is excited to see the results this new website will deliver.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
TechQuarter is a custom software development company helping businesses accelerate growth through tailored digital solutions. Since 2014, we've partnered with startups and enterprises across finance, solar, healthcare, and mobility to deliver web and mobile apps, AI/ML systems, cloud infrastructure, and QA...
Top Services:
IT Services
Cloud Consulting
DevOps Consulting
Cybersecurity
Product Design
Show more
Location
Cheyenne, Wyoming
Number of Employees
100 - 249
Average Hourly Rate
$50/hr
Minimal Budget
$25,000 - $50,000
TechQuarter Services
IT Services
Cloud Consulting
DevOps Consulting
Cybersecurity
Product Design
Staff Augmentation
Software Testing
AI Development
Web Design
UI/UX Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
For two decades, our innovative digital products development agency has taken on a wide range of challenging IT services. We are masters at crafting custom software solutions and stunning web designs - anything from simple logo design to complex large-scale development projects! Let us help make your digital...
Top Services:
Web Design
eCommerce Development
Web Development
Software Development
Mobile App Development
Show more
Location
New York City, New York
Number of Employees
100 - 249
Average Hourly Rate
$149/hr
Minimal Budget
$25,000 - $50,000
mejix Services
Web Design
eCommerce Development
Web Development
Software Development
Mobile App Development
Digital Marketing
Product Design
IoT
AI Development
Business Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
IT Industry
Small Business Industry
Commercial Industry
Data sourced from the agency's DesignRush profile
mejix Reviews & Testimonials
Yosi Arish Review from Google
5.0★
Yosi Arish's Review Sourced from Google
We used Mejix for few projects in the past for e-commerce sites and mobile application integration with our ERP. The service and communication are great , fast and effective + project delivery were all on time and properly tested before implantation.
Guy Volo Review from Google
5.0★
Guy Volo's Review Sourced from Google
I have used Mejix for several projects in recent years. From simple content websites to complexe-commerce sites. I am incredibly happy with the way their work always comes out. They have always been a pleasure to deal with. On my recent project I worked with Dan and he was just great! I highly recommend using them from the very beginning as they have a vast and diverse expertise.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Atharvanet IT Solutions is a Bhopal and Indore-based IT company providing expert services in mobile app development, website development, digital marketing, eCommerce solutions, and AI-based applications. We help businesses in Indore, Bhopal, and Jaipur grow with modern, scalable, and result-driven digital...
Top Services:
Mobile App Development
Web Design
IT Services
AI Development
Digital Marketing
Show more
Location
Bhopal, India
Number of Employees
50 - 99
Average Hourly Rate
$20/hr
Minimal Budget
$25,000 - $50,000
atharvanet Services
Mobile App Development
Web Design
IT Services
AI Development
Digital Marketing
eCommerce Development
Web Development
UI/UX Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
We are an AI Consulting and Digital Transformation company that follows a collaborative and data-driven approach to deliver high-quality technology solutions for global enterprises...
Top Services:
Web Design
Mobile App Development
Software Development
Product Design
Graphic Design
Show more
Location
Gurgaon, India
Number of Employees
500 - 999
Average Hourly Rate
$50/hr
Minimal Budget
$25,000 - $50,000
Antino Labs Services
Web Design
Mobile App Development
Software Development
Product Design
Graphic Design
Digital Services
Logo Design
AI Development
Blockchain
Digital Strategy
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Ontic
Rapido
Hyderabad Metro Rail
Krishify
Hoppy
Data sourced from the agency's DesignRush profile
Antino Labs Reviews & Testimonials
sudeep kotari Review from Google
5.0★
sudeep kotari's Review Sourced from Google
Recently I cleared all the interview rounds in this company, unfortunately due to some personal reason didn't join. 2 technical round was very good, interviewers and HR Minnu was very friendly and nice. Definitely 5 star for treating employees and aspirants.
Jitendra Gupta Review from Google
5.0★
Jitendra Gupta's Review Sourced from Google
Antino labs's development is handled by experience developers. This gives best services to the client.This complets milestone before the time. I will say that it is satisfactory organization
Prakhar Pandey Review from Google
5.0★
Prakhar Pandey's Review Sourced from Google
I am working here as an android developer. In a small time I got a great exposure. For the freshesr who want to enhance our skills to next level then Antino Labs is a right organization.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
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
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
Are there regulations on AI?
As of 2026, there is no single U.S. federal AI law. AI studios operate under a mix of existing federal rules enforced by agencies like the FTC, SEC, EEOC, and CFPB, which apply consumer protection, privacy, and anti-discrimination laws to AI systems.
Federal policy is currently shaped mainly by Executive Orders and agency guidance rather than a comprehensive statute.
States are moving faster. Colorado has passed strict rules for high-risk AI systems used in hiring, lending, healthcare, and housing, while California focuses on transparency and algorithmic bias.
Because state and federal rules often clash, many AI development agencies simply adopt the strictest state standards to ensure nationwide compliance.
Key regulations to watch:
Executive Order 14365: Pushes toward a unified national AI framework and limits conflicting state AI laws.
Colorado AI Act (SB 24-205): Sets compliance duties for high-risk AI systems starting February 1, 2026.
TAKE IT DOWN Act: Requires removal of non-consensual and harmful AI-generated deepfake content, enforced at the federal level.
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: