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
34 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.
A leading blockchain and software development company!
Cutting-edge software development: blockchain, AI, ERP, and custom software for startups and enterprises...
Top Services:
Software Development
Blockchain
ERP Consulting
Mobile App Development
AI Development
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Location
Montreal, Canada
Number of Employees
Under 49
Average Hourly Rate
$100/hr
Minimal Budget
$50,000 & Up
Portfolios Count
7 Projects Listed
Webisoft Services
Software Development
Blockchain
ERP Consulting
Mobile App Development
AI Development
Web Development
eCommerce Development
Cloud Consulting
Product Design
Staff Augmentation
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Exmar
Quebecor
Biron
Spartan Solar
Cogeco
Proprio Direct
Genium 360
Bell Media
PING CRM
Edigo
Data sourced from the agency's DesignRush profile
Webisoft Reviews & Testimonials
Raj Sardana
CEO at Innova Solutions
5.0★
Web Development Review from Raj Sardana
After working with Webisoft for a few months, I'm really pleased with the caliber of support and output I've had. I manage a little business, so I'm highly involved. I am aware that I have managed previous marketing companies a little too poorly in the past. However, Webisoft has shown me a great deal of patience and has taken the time to comprehend my unique demands and create a plan to address them.
Trevor Ogata
CEO at TIX
5.0★
Blockchain Review from Trevor Ogata
Our team hired Webisoft to build out our alpha version of our to ticketing platform. Webisoft did an incredible job providing excellent customer service, reliability, communication, and adaptability. Webisoft was recommended by colleagues in the industry and did an incredible job given the difficult time constraints they had to work within. They were a great partner and we hope to work with them more in the future. (Verified via email)
Pier-Olivier Beaupré
CEO at Pixel Guru
5.0★
Mobile App Development Review from Pier-Olivier Beaupré
Pixel Guru, a mobile solution, helps dealerships have more online car sales by increasing inventory turnover. It hired Webisoft to develop its iOS & Android applications and the management system. The project was executed using React Native and Django. Webisoft's approach was marked by flexibility, professionalism, and punctuality. The agency's project management style was excellent, equipping Pixel Guru with essential tools and feedback for seamless tracking. (Verified by email)
Reviews verified by DesignRush and sourced from the agency's profile
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Transforming manufacturers into AI-first operations since 2018 | As seen in Forbes, Entrepreneur
Working with HonestAI by GrayCyan means you accelerate your journey from concept to launch in just 90 days. Clients trust our innovative approach to intelligent automation and machine learning solutions, guiding you through validation, development, and go-to-market strategies without the tech overwhelm...
Top Services:
AI Development
ERP Consulting
Business Consulting
Location
Wilmington, Delaware
Number of Employees
Under 49
Average Hourly Rate
$150/hr
Minimal Budget
$50,000 & Up
GrayCyan Manufacturing AI Services
AI Development
ERP Consulting
Business Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
TANCO Mine Publicly Listed
AIS Advance Manufacturing Technologies
Whelen Engineering
Vibra Finish - Automotive, Aerospace, Defence
Shelby Woodworking Manufacturers
Data sourced from the agency's DesignRush profile
GrayCyan Manufacturing AI Reviews & Testimonials
Navid Gholitabar
Founder at Tuca Group
5.0★
WooCommerce Review from Navid Gholitabar
We are an Import-Export start-up. Since launching the project, we have received positive feedback from our clients regarding the site. Additionally, many of our clients also received inquiries regarding saffron, our main import product. Overall, we appreciate all the help that GrayCyan team provided.
Jeremy Rolle
Founder at Fly Fish Da Bahamas
5.0★
WordPress Review from Jeremy Rolle
Our platform will eventually connect Fly Fishing individuals in Bahamas to the North American audience. We are so excited about our website. We did a soft launch as we continue to build content and onboard Fly Fishing companies. We had a very effective workflow with GrayCyan. They were flexible and responsiveness.
Chris Tisa
Owner at Tisa Legal Productions
5.0★
HR Outsourcing Review from Chris Tisa
We are a video production company in legal space. GrayCyan was able to effectively and creatively communicate with us through custom assets that matched our brand message and offerings. Leading a collaborative approach, the team was highly responsive and accommodating to our concerns and requests.
Reviews verified by DesignRush and sourced from the agency's profile
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Mobile, Web & eCommerce Software Development Company
VT Netzwelt is one of the leading digital technology company offering end-to-end development services. We offer digital transformation of your business with disruptive web and mobile apps...
Top Services:
Software Development
eCommerce Development
Web Development
Mobile App Development
IT Services
Show more
Location
New York City, New York
Number of Employees
100 - 249
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
15 Projects Listed
VT Netzwelt Services
Software Development
eCommerce Development
Web Development
Mobile App Development
IT Services
Product Design
AI Development
IoT
CRM Consulting
DevOps Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Belle Medical
EJ Menswear
SparkFive
MindSurf
Patient Pal
Shazam
GFK
Offerista
RedQuanta
Barcoo
Data sourced from the agency's DesignRush profile
VT Netzwelt Reviews & Testimonials
Clifford Tindell
Business Founder & Wellness Consultant at Core Direction
5.0★
Software Development Review from Clifford Tindell
VTNETZWELT offers development services for a Health, Wellness & Fitness company. They provide high-grade developers and SDETs that primarily work on .NET, With VTNETZWELT, the company has grown their footprint with every end client, indicating an excellent service. The team provides a dedicated delivery manager who is responsive to all issues and queries. Their understanding of the business and project goals is commendable. They are always open to new projects and ideas. They work well with a team."
David An
Strategic Account Manager at Think to Share IT Solutions Pvt. Ltd
5.0★
Mobile App Development Review from David An
An entertainment services firm hired VT Netzwelt to design and create a Flutter mobile application. Our team generated concepts, preliminary designs, and mock-ups for approval following the completion of the discovery process.
Stephanie Stimac
Web Platform PM & Developer Advocate at Igalia
5.0★
Mobile App Development Review from Stephanie Stimac
VT Netzwelt was hired by an edtech company to improve and resolve issues within their mobile app. Their responsibilities include code refactoring, bug testing, and implementing backend improvements.
Reviews verified by DesignRush and sourced from the agency's profile
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We're JetRuby — AI-native, award-winning, and ISO-certified agency that's been shipping software since 2010. Our 250+ engineers turn bold ideas into production-ready products, starting from budgets of $50,000 and scaling all the way to enterprise roll-outs...
Top Services:
Web Development
Software Development
Mobile App Development
Web Design
AI Development
Show more
Location
San Francisco, California
Number of Employees
250 - 499
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
33 Projects Listed
JetRuby Services
Web Development
Software Development
Mobile App Development
Web Design
AI Development
IoT
IT Services
Staff Augmentation
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Financial Times
Universum Global
Linksquares
Sortly
NameCoach
Anova
Osram
BackBase
Glowforge
CampusOptics
Data sourced from the agency's DesignRush profile
JetRuby Reviews & Testimonials
Artur Ozierański
Chief Executive Officer at Holdapp
5.0★
Mobile App Development Review from Artur Ozierański
JetRuby provided staff augmentation services for us. developed a mobile app for a design platform. The team was responsible for implementing the backend server and admin panel, and frontend code. The team was made up of experienced developers that have great communication skills, which made resolving any issues or questions a breeze. JetRuby developers kept up-to-date with the latest technologies and trends in development and suggested updates and improvements to the application as needed.
Patrice Archer
Founder & CEO at Appy Ventures
5.0★
Web Design Review from Patrice Archer
They developed a SaaS web platform with smart scheduling and automation tools for us at and built the platform's front- and backend and integrated a custom analytics dashboard and calendar integrations. But to be honest what impressed us most was how deeply they engaged with our vision. They didn't just write code they challenged assumptions, proposed better workflows, and contributed as if they were part of our internal product team. Their ability to think strategically and focus on user experience made them feel more like tech partners than a typical outsourced vendor.
Reviews verified by DesignRush and sourced from the agency's profile
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Softeq is a versatile technology and Greentech company offering a wide range of services, including embedded system development, machine learning, digital transformation, hardware design, UX/UI design, and more...
Top Services:
Mobile App Development
Software Development
Software Testing
Blockchain
Wearables
Show more
Location
Houston, Texas
Number of Employees
250 - 499
Average Hourly Rate
$80/hr
Minimal Budget
$50,000 & Up
Portfolios Count
8 Projects Listed
Softeq Services
Mobile App Development
Software Development
Software Testing
Blockchain
Wearables
UI/UX Design
Cybersecurity
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Lenovo
Epson
Microsoft
WTA
NVIDIA
Verizon
G.J.Gardner
Walt Disney Parks and Resorts
Happiest Baby
Data sourced from the agency's DesignRush profile
Softeq Reviews & Testimonials
Quan Gan
Owner at Gantom Lighting & Controls
5.0★
Software Development Review from Quan Gan
We collaborated with Softeq to develop an infrared emitting platform. Softeq provided software development and support services, streamlining our project. While our hardware technology was excellent, Softeq elevated our company's products with superb software development and implementation solutions. Working with Softeq was highly beneficial for us, as the agency managed our projects more efficiently due to exceptional project management and organized workflows.
Jeff Johnston
Founder and Chief Executive Officer at A-List Enterprises
5.0★
Mobile App Development Review from Jeff Johnston
We hired Softeq for mobile app development services. Softeq developed a functional and user-friendly app, efficiently integrating productivity features like calendar, contacts, and task management. The agency organized regular meetings with our product management department, communicated effectively, and promptly resolved issues. Softeq's team worked diligently and provided valuable insights. We were satisfied with Softeq's services.
Trent Gardner
Information Technology (IT) Manager at G.J. Gardner Homes
5.0★
Software Development Review from Trent Gardner
We worked with Softeq for software redevelopment services to improve our company's proprietary software. Softeq updated the business platform, streamlining operations and enhancing the platform's user UI and functionality. This improvement aided our sales, job estimating, purchase orders, and administration efforts. Softeq's team was professional, attentive, and prompt in implementing feedback. The agency delivered high-quality work, impressing our company's internal stakeholders.
Reviews verified by DesignRush and sourced from the agency's profile
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CHI Software is a technology solution provider that offers a full set of software-based services from custom software development to maintenance & support. Our talented team is passionate about Generative AI, Cloud Computing, Data Engineering, and IoT. CHI's success comes from care of every client...
Top Services:
AI Development
Mobile App Development
Software Development
Web Development
Staff Augmentation
Show more
Location
Lviv, Ukraine
Number of Employees
500 - 999
Average Hourly Rate
$60/hr
Minimal Budget
$50,000 & Up
Portfolios Count
12 Projects Listed
CHI Services
AI Development
Mobile App Development
Software Development
Web Development
Staff Augmentation
Software Testing
IoT
Big Data Analytics
IT Services
DevOps Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Vodafone
Lecre
Media Mrkt
Data sourced from the agency's DesignRush profile
CHI Reviews & Testimonials
David Gornshtein
Co-Founder at Binadox
5.0★
Web Development Review from David Gornshtein
My company was looking for a development team to proceed with the development process. We needed to set up a service [that] allows our clients to monitor, control, and optimize their Cloud & SaaS spend. [The] CHI Software team delivered services and technologies we need[ed] to reach our financial goals. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile
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We integrate, innovate, and elevate enterprise systems.
Intellectsoft promises to elevate your enterprise with advanced machine learning and cognitive computing solutions. Outstanding performance consistently emerges from our strength in intelligent automation and data-driven innovation. We craft tailored systems that seamlessly integrate and future-proof your...
Top Services:
Software Development
Mobile App Development
Wearables
Software Testing
Blockchain
Show more
Location
New York City, New York
Number of Employees
100 - 249
Average Hourly Rate
$80/hr
Minimal Budget
$50,000 & Up
Portfolios Count
12 Projects Listed
Intellectsoft Services
Software Development
Mobile App Development
Wearables
Software Testing
Blockchain
AI Development
UI/UX Design
Big Data Analytics
IT Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Harley-Davidson
the London Stock Exchange
Ernst & Young
Qualcomm
Bombardier
Data sourced from the agency's DesignRush profile
Intellectsoft Reviews & Testimonials
Harshal Chhajed
Undisclosed at Undisclosed
4.5★
Software Development Review from Harshal Chhajed
They have highly skilled support staff for faster resolution which leads to customer satisfaction. Also, it has many features including IoT and blockchain apart from regular software development. If there are any changes in the scope of the project at a later stage, it can prove quite costly and also difficult to accommodate last-minute client-side scripting changes. They are versatile, cost-effective, and offer quick customer support. They offer a very customized software development tool where business needs can be addressed. It is very cost-optimized and hence can help generate good returns for business investment.
Vitaly Dyachenko
CEO and Founder at UppLabs LLC
5.0★
Software Development Review from Vitaly Dyachenko
Intellectsoft provided a great partnership by delivering quality services and working fast. They helped us to accomplish all the clients' projects on time. The team communicated transparently and showed [] great dedication. They were an ideal partner! (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile
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Project Types,
Average Project Length &
Average Project Cost
AI Development
1
Artificial Intelligence project
added to agency portfolio
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Partnering with innovators to create a healthier world through technology
We're a product design agency developing custom software solutions for health, learning, and more. We partner with innovators to bring purpose to the digital world through what we make and how we make it...
Top Services:
Software Development
Mobile App Development
Product Design
AI Development
UI/UX Design
Show more
Location
Eugene, Oregon
Number of Employees
50 - 99
Average Hourly Rate
$100/hr
Minimal Budget
$50,000 & Up
Portfolios Count
8 Projects Listed
Twenty Ideas Services
Software Development
Mobile App Development
Product Design
AI Development
UI/UX Design
Market Research
Cloud Consulting
Design Services
DevOps Consulting
Branding
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
PHC Global
XPRIZE Foundation
University of Oregon
Daimler Truck North America
D&H
Dr. Linda Dahl, MD
Data sourced from the agency's DesignRush profile
Twenty Ideas Reviews & Testimonials
Justin Collins
CEO at ChartLamp
5.0★
Startups Software Development Review from Justin Collins
Our first engagement with Twenty Ideas was accurately scoped and allocated from day one, and that was impressive. Being on time and budget while exceeding expectations seems impossible for many vendors, but with Twenty Ideas, there were zero issues. They anticipated our needs and presented clear options when necessary.
Rachel Efron
Chief Creative Officer at Muzi
4.8★
Mobile App Development Review from Rachel Efron
The most impressive thing was the collaboration we established. I had been creating this app by myself for so long, and all of a sudden, I had a whole team of thought partners. Twenty Ideas really got in there with me, learned what I was trying to make, and collaborated with me on it. It was an extremely rewarding experience, and we're thrilled with the app!
Jana DiSanti
Review from Google
5.0★
Jana DiSanti's Review Sourced from Google
I started working with Twenty Ideas in a part-time consulting capacity, but I became so taken with the team’s passion, mission, and supportive culture, that I ended up applying for a full-time position. I’ve been with the team for three and a half years now, and it’s given opened doors to expand my skill set; work with smart, kind, and dedicated people, every day; and work with clients who truly care about making a positive impact, to create life-changing solutions together. It’s a great place to work!
Reviews verified by DesignRush and sourced from the agency's profile
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We were established in 1996 as a development agency with just a few software engineers and a big dream. Today, we are a team of more than 50 gate6ers who produce groundbreaking solutions that wow our clients...
Top Services:
Web Development
Mobile App Development
eCommerce Development
Web Design
UI/UX Design
Show more
Location
Scottsdale, Arizona
Number of Employees
50 - 99
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
7 Projects Listed
Gate6 Services
Web Development
Mobile App Development
eCommerce Development
Web Design
UI/UX Design
Software Development
CRM Consulting
IT Services
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
poolbrain
THE JOINT
WHEN
TASC
KNIGHT TRANSPORTATION
WEISS BROWN
SMIL
Data sourced from the agency's DesignRush profile
Gate6 Reviews & Testimonials
Kaushik "Charlie" Bhakta
President of Operations at ZJZ Hospitality, Inc
5.0★
Web Design Review from Kaushik "Charlie" Bhakta
Working with Gatesix has been an absolute pleasure from start to finish and ongoing! Their creativity, professionalism, and attention to detail are truly unmatched. They not only understood our vision but enhanced it with their expertise, delivering a website that exceeded our expectations.
What sets them apart is their communication. Every step of the way, they kept us informed, answered our questions promptly, and provided valuable suggestions that elevated the final product. They are responsive, patient, and incredibly easy to work with, making the entire process smooth and enjoyable.
Their ability to blend technical skills with a keen eye for design is impressive, and they go above and beyond to ensure every detail is perfect. If you're looking for someone who delivers exceptional quality and treats your project like their own, look no further.
We couldn't be happier with our new website, and we highly recommend them to anyone in need of top-notch web design services!
Atul Shukla
VP of Engineering at vipHomeLink
5.0★
Mobile App Development Review from Atul Shukla
With Gate6, when you have a strong custom backend that needs to be built, either from scratch or connecting existing native and cloud pieces, they shine. Another area they differentiate from other partners I have worked with is in the delivery of user experience focused web and mobile interfaces.
Reviews verified by DesignRush and sourced from the agency's profile
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African Data Strategist is a specialized ML and AI solutions provider focused on fintech and logistics companies across Africa. The company helps organizations move beyond traditional reporting by implementing predictive systems that improve decision-making, reduce risk, and drive measurable business...
Top Services:
AI Development
Location
Lagos, Nigeria
Number of Employees
Under 49
Average Hourly Rate
$140/hr
Minimal Budget
$50,000 & Up
Portfolios Count
1 Project Listed
African Data Strategist Services
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
A global AI-first software firm focused on transforming tech challenges into business successes
Sombra is a global AI-first software development and AI consulting partner. With 400+ experts across the US, Europe, Latin America, Canada, India, and the Middle East, we design, build, and deliver IT solutions in AI, financial services, healthcare, e-commerce, energy, logistics, and...
Top Services:
AI Development
Software Development
Mobile App Development
Cloud Consulting
Big Data Analytics
Show more
Location
Lviv, Ukraine
Number of Employees
250 - 499
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
7 Projects Listed
Sombra Services
AI Development
Software Development
Mobile App Development
Cloud Consulting
Big Data Analytics
Managed Services
DevOps Consulting
IT Services
Staff Augmentation
Cybersecurity
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
ITC Complience
International Farming
Studio Ninja
Wineshipping
Datacubed Health
Waterford.org
On Location
Wifinity
Data sourced from the agency's DesignRush profile
Sombra Reviews & Testimonials
Orysia Marukhno
Review from Google
5.0★
Orysia Marukhno's Review Sourced from Google
A wonderful place for work.
The atmosphere is very cozy and comfortable. People and friendly and helpful.
Guys, you are great.
Reviews verified by DesignRush and sourced from the agency's profile
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Creating value by reinforcing companies with innovation
Intelliarts is an Eastern European technology consulting and software engineering partner that specializes in building full-cycle data-driven and ML-powered solutions. With our talented team and proven expertise, we're committed to helping businesses worldwide expand their digital transformation initiatives...
Top Services:
Software Development
AI Development
Big Data Analytics
IoT
Staff Augmentation
Show more
Location
Lviv, Ukraine
Number of Employees
100 - 249
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
11 Projects Listed
Intelliarts Services
Software Development
AI Development
Big Data Analytics
IoT
Staff Augmentation
Cloud Consulting
IT Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
A mobile and AR/VR product studio with an outcome-driven mindset and smart delivery...
Top Services:
Mobile App Development
VR/AR
IT Services
Product Design
UI/UX Design
Show more
Location
Wroclaw, Poland
Number of Employees
50 - 99
Average Hourly Rate
$80/hr
Minimal Budget
$50,000 & Up
Portfolios Count
20 Projects Listed
nomtek Services
Mobile App Development
VR/AR
IT Services
Product Design
UI/UX Design
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
PONS
VirtaMed
Monster
Jägermeister
Magic Leap
Lighticians
Unicity
AREA15
Siemens Healthineers
Data sourced from the agency's DesignRush profile
nomtek Reviews & Testimonials
Roland Siegenthaler
Review from Google
5.0★
Roland Siegenthaler's Review Sourced from Google
They are really nice people, with great skill and they not only talk but actually live the agile approach. Within three days they delivered a first prototype of my app - absolutely amazing!
tamara bolsewicz
Review from Google
5.0★
tamara bolsewicz's Review Sourced from Google
Best employer ever! After over 2 years and 2 different workplaces I'v decided to come back, as nothing compares to nomtek :)
Fenton Hughes
Review from Google
5.0★
Fenton Hughes's Review Sourced from Google
We've been working on an app development project with Nomtek since Feb. So far our collaboration has been very good. They are client-focused, reliable, and competent.
Reviews verified by DesignRush and sourced from the agency's profile
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Quantum is a data science and software development company helping businesses turn data into real value. We design and deliver AI-powered solutions, integrate advanced analytics into existing systems, and bring deep technical expertise to complex industry challenges...
Top Services:
AI Development
Software Development
IT Services
Big Data Analytics
Cloud Consulting
Show more
Location
Warsaw, Poland
Number of Employees
100 - 249
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
8 Projects Listed
Quantum Services
AI Development
Software Development
IT Services
Big Data Analytics
Cloud Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
KINALI - Your Automation and Robotics Partner. We stay updated on trends and emerging technologies. This knowledge is highly valuable in the realm of industrial automation. It enables us to tackle challenges that others may avoid. We adeptly integrate hardware with cutting-edge principles, including optical...
Top Services:
Software Development
AI Development
Location
Brno, Czech Republic
Number of Employees
Under 49
Average Hourly Rate
$80/hr
Minimal Budget
$50,000 & Up
Portfolios Count
8 Projects Listed
Kinali Services
Software Development
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Since 2016, BigHub has delivered secure, tailored AI and data solutions for organizations in the Czech Republic and across Europe. We design and implement custom AI systems (including LLM and AI agent solutions), data platforms, and analytics that help companies unlock value from internal knowledge and...
Top Services:
AI Development
Location
Prague, Czech Republic
Number of Employees
100 - 249
Minimal Budget
$50,000 & Up
BigHub s.r.o. Services
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Raiffeisen Bank
Notino
Aures Holdings
GoodData
Datart
Košík.cz
Kooperativa
E.ON
Uniqua
PPL
Data sourced from the agency's DesignRush profile
BigHub s.r.o. Reviews & Testimonials
Adam Fessl
Review from Google
5.0★
Adam Fessl's Review Sourced from Google
BigHub is a leading Czech AI and data engineering company focused on enterprise clients and large organizations, where AI implementation is complex, risky and requires a customized architecture.
The company implements comprehensive AI systems and customized data platforms, while acting as a long-term partner for companies - from the very identification of the largest business opportunities, through strategy, implementation and subsequent scaling of solutions.
Thanks to demonstrable results, BigHub has long-term cooperation with the largest companies across all industries not only in the Czech Republic, but also in the USA, Germany and Slovakia - where it consistently delivers measurable improvement in results, from cost reduction and acceleration of key processes to more accurate predictions and better management decision-making.
Reviews verified by DesignRush and sourced from the agency's profile
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Your strategic partner in creating exceptional software products.
We're an EU-based, full-service software development partner for growing tech companies and established mid-market businesses...
Top Services:
Software Development
Mobile App Development
UI/UX Design
AI Development
Software Testing
Show more
Location
Zagreb, Croatia
Number of Employees
50 - 99
Average Hourly Rate
$60/hr
Minimal Budget
$50,000 & Up
Portfolios Count
8 Projects Listed
DECODE Services
Software Development
Mobile App Development
UI/UX Design
AI Development
Software Testing
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Microsoft
Royal Caribbean
Asseco
AT&T
Bizzon
Qrypt
Contacts411
VeridenKey
GDI
Shake
Data sourced from the agency's DesignRush profile
DECODE Reviews & Testimonials
Igor Caleta-Car
Review from Google
5.0★
Igor Caleta-Car's Review Sourced from Google
I worked at Decode for about a year, and during that time I had the chance to meet many wonderful colleagues who helped me grow professionally and learn new skills. Because of the nature of my role, I also had the chance to collaborate with clients across Europe, the USA, and the Middle East, and even visit some of them in person.
The team I worked with was everything you could hope for - driven, proactive, and always willing to jump in and help. The development teams I was part of were well-balanced in both skills and personalities, led by highly experienced engineers who lead by example.
Beyond the projects themselves, the company culture stands out. People are friendly, and the leadership is focused on sustainable growth while supporting employees development. Decode isn’t afraid to promote talent and encourage people to step outside their comfort zones in order to grow.
The office is also in one of the best business neighborhoods in Croatia, with plenty of variety for employees nearby.
Overall, I highly recommend Decode as a great place to work!
Marianne Van den Ende
Review from Google
5.0★
Marianne Van den Ende's Review Sourced from Google
Working with DECODE has been a great experience so far! Their team is skilled, flexible, and always open to collaboration, which makes the process smooth and enjoyable. Their modern design approach aligns well with our vision, and they show a real commitment to delivering a strong final product.
What we particularly appreciate is their willingness to engage and adapt as the project evolves. While some aspects require additional clarification along the way, they are always receptive to feedback and ready to adjust accordingly. The overall working atmosphere is positive and professional, making them a great partner to work with. Looking forward to the second half of our project!
Charles Lucas
Review from Google
5.0★
Charles Lucas's Review Sourced from Google
These guys are awesome. Such a great agency and do a fantastic job. Couldn't recommend more.
Reviews verified by DesignRush and sourced from the agency's profile
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We build mobile apps, web platforms & AI workflows for organisations doing good in the world.
3 Sided Cube is a global mobile app and digital development company with a passion for Tech For Good, championing the genius over the generic to build life-saving, life-changing digital solutions...
Top Services:
Mobile App Development
Software Development
Web Development
AI Development
Digital Services
Show more
Location
Bournemouth, United Kingdom
Number of Employees
50 - 99
Average Hourly Rate
$150/hr
Minimal Budget
$50,000 & Up
Portfolios Count
5 Projects Listed
3 Sided Cube Services
Mobile App Development
Software Development
Web Development
AI Development
Digital Services
UI/UX Design
Digital Strategy
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
American Red Cross
Surfers Against Sewage
Omaze
Vodafone | Glastonbury Festival
LUSH
Global Forest Watch
The World Resources Institute
University Of Bristol
GDPC
Wonderbly
Data sourced from the agency's DesignRush profile
3 Sided Cube Reviews & Testimonials
Si Muddell
Review from Google
4.0★
Si Muddell's Review Sourced from Google
Fantastically positive and driven team who on every interaction you just know care deeply about a) what they do b) what they deliver and c) ultimately the experience the end user will have.
Hugely impressed with their personal, creative and energy driven approach at the pitch stage, I commissioned 3SC to help us better scope an app. Their task was to take an in-house developed app prototype, and turn it into a fully fledged technical specification with user stories, MoSCoW prioritisation, costs, and an updated look and feel; all done with audience need at the heart.
Myself and the wider team have nothing but very good things to say about 3SC. When reflecting on an agency to work with, loads say they can do it, some can actually do what they say they can do, even less do it in the spirit of real partnership and mutually respect/drive. 3SC do all of these excellently. I highly recommend them.
Oliver Morrison
Review from Google
5.0★
Oliver Morrison's Review Sourced from Google
A passionate team of insanely talented experts, producing industry leading technology for good causes. Highly recommend.
Kev Borrill
Review from Google
5.0★
Kev Borrill's Review Sourced from Google
Great Digital agency with a passion for making great mobile apps in the Tech for good industry
Reviews verified by DesignRush and sourced from the agency's profile
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We deploy secure AI solutions that deliver positive ROI within weeks.
NineTwoThree AI Studio is a Boston-based AI agency that builds secure, production-grade AI and ML solutions with measurable ROI. Founded in 2012, our Ph.D.-level engineers and certified product managers have delivered 150+ projects for enterprise brands and startups alike...
Top Services:
AI Development
Mobile App Development
IoT
Software Development
DevOps Consulting
Show more
Location
Danvers, Massachusetts
Number of Employees
100 - 249
Average Hourly Rate
$99/hr
Minimal Budget
$50,000 & Up
Portfolios Count
5 Projects Listed
NineTwoThree Services
AI Development
Mobile App Development
IoT
Software Development
DevOps Consulting
Wearables
Software Testing
Digital Strategy
Product Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Supercharge - Innovating Digital Product Development
At Supercharge, we partner with our clients to turn disruption into opportunity by creating transformative digital solutions. With over 200 digital experts across New York, London, Amsterdam, Helsinki, Vienna, and Budapest, we develop digital strategies, design delightful interfaces, and build robust software...
Top Services:
Software Development
AI Development
Digital Services
Product Design
Mobile App Development
Show more
Location
London, United Kingdom
Number of Employees
100 - 249
Minimal Budget
$50,000 & Up
Portfolios Count
6 Projects Listed
Supercharge Services
Software Development
AI Development
Digital Services
Product Design
Mobile App Development
Digital Strategy
IoT
UI/UX Design
Software Testing
Managed Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
AI led Digital Engineering for the Connected Enterprise.
Ignitho is acclaimed as one of the premier Software Development Companies in New York, USA. We specialize in delivering high-quality software development services to enterprises, employing a Frugal Innovation methodology that emphasizes achieving more while optimizing resources. Our approach prioritizes...
Top Services:
Big Data Analytics
IT Services
Business Consulting
AI Development
DevOps Consulting
Show more
Location
New York City, New York
Number of Employees
100 - 249
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Portfolios Count
3 Projects Listed
Ignitho Technologies Services
Big Data Analytics
IT Services
Business Consulting
AI Development
DevOps Consulting
Software Development
Web Design
Mobile App Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
A lifelong partner to solve any tech challenge together
Hi there! We were expecting you!
We are a nearshore software services and consulting company that partners with forward-thinking companies to achieve their business goals and accelerate growth in the digital age.
We are seen as a lifelong partner for tackling any tech challenge...
Top Services:
Software Development
Mobile App Development
IT Services
UI/UX Design
Web Development
Show more
Location
Montevideo, Uruguay
Number of Employees
100 - 249
Average Hourly Rate
$70/hr
Minimal Budget
$50,000 & Up
Portfolios Count
1 Project Listed
Switch Software Solutions Services
Software Development
Mobile App Development
IT Services
UI/UX Design
Web Development
Software Testing
AI Development
VR/AR
Cloud Consulting
DevOps Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Penske Logistics
Santander Consumer
Zenus Bank
Verifone
BBVA Bank
Axletree
Oddissey
BCIE
Sodexo
Allied World
Data sourced from the agency's DesignRush profile
Switch Software Solutions Reviews & Testimonials
Hernán Garro
Review from Google
5.0★
Hernán Garro's Review Sourced from Google
Excellent working place. People is the most valuable characteristic. Interest in continuous improvement is not less remarkable. It is a comfortable place to work with plenty of amenities.
Andres Sierra
Review from Google
5.0★
Andres Sierra's Review Sourced from Google
Test your software before taking it to production, do it with what you are developing or with what you are buying.
Reviews verified by DesignRush and sourced from the agency's profile
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Our long-term goal is to become the most effective software company in the world...
Top Services:
Software Development
Product Design
UI/UX Design
Web Design
Blockchain
Show more
Location
Krakow, Poland
Number of Employees
50 - 99
Average Hourly Rate
$70/hr
Minimal Budget
$50,000 & Up
Portfolios Count
2 Projects Listed
Pragmatic Coders Services
Software Development
Product Design
UI/UX Design
Web Design
Blockchain
Mobile App Development
AI Development
VR/AR
IT Services
DevOps Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
WebInterpret
AccentPharm
PhotoChain
Eldorado
EXCC
DiscoverCracow
Kitopi
Common Wealth
Atom Bank
Data sourced from the agency's DesignRush profile
Pragmatic Coders Reviews & Testimonials
Patryk Dąbrowski
Review from Google
5.0★
Patryk Dąbrowski's Review Sourced from Google
Great contact with the Pragmatic Coders team. Even though they weren't able to participate in the project, I received very specific and helpful feedback from Wojtek, which really pushed my idea forward. Their professional and friendly approach – I highly recommend them.
Reviews verified by DesignRush and sourced from the agency's profile
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Straive is a global leader in operationalizing enterprise AI across industries. With deep domain expertise spanning CFAs, MBAs, and PhDs, and over 100 AI accelerators, we deliver measurable impact and 35x ROI for our clients...
Top Services:
AI Development
Software Development
Cloud Consulting
Big Data Analytics
IT Services
Show more
Location
Singapore, Singapore
Number of Employees
1000 & Up
Average Hourly Rate
$500/hr
Minimal Budget
$50,000 & Up
Straive Services
AI Development
Software Development
Cloud Consulting
Big Data Analytics
IT Services
Cybersecurity
DevOps Consulting
Business Consulting
Market Research
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Intertech is a company specializing in various IT services, offering expertise in planning, architecture, design, implementation, development, quality assurance, testing, version control, documentation, and deployment of software projects...
Top Services:
Software Development
Mobile App Development
AI Development
IoT
IT Services
Show more
Location
Eagan, Minnesota
Number of Employees
50 - 99
Average Hourly Rate
$165/hr
Minimal Budget
$50,000 & Up
Intertech Services
Software Development
Mobile App Development
AI Development
IoT
IT Services
Web Development
DevOps Consulting
Cloud Consulting
Staff Augmentation
Big Data Analytics
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
RSM
Mercury Marine
IRS
Target
Wells Fargo
Microsoft
Data sourced from the agency's DesignRush profile
Intertech Reviews & Testimonials
Erin Wilson
Review from Google
5.0★
Erin Wilson's Review Sourced from Google
The training was very good. The instructor did an excellent job of reiterating talking points with real life experiences and stories from the IT industry. I enjoyed the activities with the table groups and the hands on learning technique. I am currently on a Scrum team, and am excited to apply what I have learned from this class to our team to help increase efficiency.
Susan Plettner
Review from Google
5.0★
Susan Plettner's Review Sourced from Google
Intertech did an excellent job with the Scrum Master Certification Course. The course/training itself was very good and informative. Very interactive and the instructor, Lonnie, was amazing. She had so many real life experiences to share as related to scrum.
The Intertech facility and the staff were wonderful. The people who worked there were helpful and friendly and the facility worked well to hold the training.
It was a great experience and I would recommend Intertech for training and certification courses.
Maggie Rottach
Review from Google
5.0★
Maggie Rottach's Review Sourced from Google
Excellent interaction from the Intertech staff from initial arrival and throughout the classroom sessions.
I found the instructor to be knowledgeable on the course material for Java 8. He kept the class at a reasonable pace based on the various skill levels and background of the attendees. The coursework included well prepared materials, discussion, and awareness of the goals of attendees. For example, the instructor highlighted pertinent areas of the material knowing several attendees were candidates for taking a certification test.
Additionally there was an option available to attend this class remotely via Webex. While I opted for classroom attendance it's great to know this capability exists for future reference.
This was, for me, an exceptional training experience. I highly recommend including Intertech as a option for training needs.
Reviews verified by DesignRush and sourced from the agency's profile
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Coderio helps companies of all sizes, from Fortune 500 to SMBs, across the Americas accelerate their digital transformation. Their services are tailored to accomplish objectives through expert knowledge, problem-solving, and streamlining deliverables...
Top Services:
Software Development
UI/UX Design
Web Development
eCommerce Development
AI Development
Show more
Location
Miami, Florida
Number of Employees
250 - 499
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Coderio Services
Software Development
UI/UX Design
Web Development
eCommerce Development
AI Development
Mobile App Development
Staff Augmentation
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
VISA
BBVA
Coca Cola
IBM
McDonalds
Aston Martin
Avon
Fedex
Cinemark
Santander Group
Data sourced from the agency's DesignRush profile
Coderio Reviews & Testimonials
Dailiet Roxana Chinea Pantaleon
Review from Google
5.0★
Dailiet Roxana Chinea Pantaleon's Review Sourced from Google
I received excellent support from Coderio. They were dependable at every step, and their communication was consistently clear.
Jefry Saul Rauda Padilla
Review from Google
5.0★
Jefry Saul Rauda Padilla's Review Sourced from Google
They are efficient, reliable, and always go the extra mile to deliver outstanding results.
Personal muy capacitado.
Reviews verified by DesignRush and sourced from the agency's profile
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Futran Solutions is a Digital Technology organization focused on Data Analytics, Cloud, Automation and New Age App Development...
Top Services:
Mobile App Development
AI Development
IT Services
Big Data Analytics
Show more
Location
Edison, New Jersey
Number of Employees
250 - 499
Average Hourly Rate
$110/hr
Minimal Budget
$50,000 & Up
Futran Solutions Services
Mobile App Development
AI Development
IT Services
Big Data Analytics
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Onata
Vforce
Apportunity
Data sourced from the agency's DesignRush profile
Futran Solutions Reviews & Testimonials
R Fin
Review from Google
1.0★
R Fin's Review Sourced from Google
This company REALLY ticks me off
One of their recruiters
KEEPS emailing me the SAME position in NY
I live in NJ
I told them multiple times/emails
I am NOT interested especially at the low rate they offer, and NOT offering to pay for commuting cost/fuel/tolls, etc, as the position required travel to multiple locations in NYC.
After stating this and NO interest multiple times
They KEEP Sending me the SAME Job!
I warned them to STOP emailing me
They ignored me
Emailed 11 times
With the SAME Position
Starting on 5/8/2025 with emails
Continuing so far, with the same job to 6/4/2025
I had enough
And told them
I am posting a NEGATIVE Review
I would never work for this recruiting company
grishma shah
Review from Google
5.0★
grishma shah's Review Sourced from Google
I have worked with Futran solutions for 4years. I am very satisfied with positive experience and would like to recommend them to everyone. They are very good at visa petition and getting them approved for their employees.
Shraddha Girase
Review from Google
5.0★
Shraddha Girase's Review Sourced from Google
Futran Solutions is renowned for being a top-tier employer, boasting a highly effective marketing team that can swiftly connect you with job opportunities tailored to your profile for the best possible fit.
I recommend considering Futran Solutions for your career aspirations.
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More Than Code We Build Trust Through Craft & Commitment
Engineered with integrity. Backed by mentorship. Delivered with care. BTS transforms ideas into scalable, secure, and impactful digital products that deliver long-term value...
Top Services:
Software Development
AI Development
Big Data Analytics
Mobile App Development
UI/UX Design
Show more
Location
San Francisco, California
Number of Employees
100 - 249
Average Hourly Rate
$55/hr
Minimal Budget
$50,000 & Up
Blue Trail Software Services
Software Development
AI Development
Big Data Analytics
Mobile App Development
UI/UX Design
Cybersecurity
DevOps Consulting
Cloud Consulting
IT Services
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
IT teams and business leaders are often at odds. This is in large part because technologists focus on technology rather than the underlying business issue. This company was founded to bridge that gap and to allow business owners the ability to fully leverage their tech stack. We offer near shore resources...
Top Services:
Managed Services
IT Services
DevOps Consulting
Staff Augmentation
AI Development
Show more
Location
Bellingham, Washington
Number of Employees
100 - 249
Average Hourly Rate
$80/hr
Minimal Budget
$50,000 & Up
KIS Solutions Services
Managed Services
IT Services
DevOps Consulting
Staff Augmentation
AI Development
Software Development
Software Testing
CRM Consulting
Big Data Analytics
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Contata Solutions is an esteemed frontrunner in the realm of technology and digital innovation. Our expertise encompasses a wide range of areas, including data engineering, data analytics, machine learning, marketing automation and app development. We provide solutions that effectively tackle complex problems...
Top Services:
Software Development
IT Services
Big Data Analytics
AI Development
Show more
Location
St. Paul, Minnesota
Number of Employees
500 - 999
Average Hourly Rate
$49/hr
Minimal Budget
$50,000 & Up
Contata Solutions Services
Software Development
IT Services
Big Data Analytics
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Blending strategic insights and thoughtful design with brilliant engineering, we create durable technical solutions that deliver digital transformation at scale...
Top Services:
Software Development
Mobile App Development
Web Development
UI/UX Design
AI Development
Show more
Location
Minneapolis, Minnesota
Number of Employees
1000 & Up
Average Hourly Rate
$99/hr
Minimal Budget
$50,000 & Up
MentorMate Services
Software Development
Mobile App Development
Web Development
UI/UX Design
AI Development
Big Data Analytics
Cloud Consulting
Cybersecurity
DevOps Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Mindera Software Craft specializes in crafting robust IoT solutions through high-performance, scalable software systems. From product development and performance testing to technology consultancy, we provide end-to-end services tailored to your needs...
Top Services:
Software Development
Software Testing
IoT
DevOps Consulting
UI/UX Design
Show more
Location
Los Angeles, California
Number of Employees
250 - 499
Average Hourly Rate
$50/hr
Minimal Budget
$50,000 & Up
Mindera Software Craft Services
Software Development
Software Testing
IoT
DevOps Consulting
UI/UX Design
Mobile App Development
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
InnovationM is top mobile application developers in Noida. Best Mobile app development services in Noida, Delhi, NCR, Gurgaon, India. Trusted mobile app designer and developer in Noida, Delhi, Gurgaon, India. Trusted mobile application development company in Delhi, Noida...
Top Services:
Web Design
eCommerce Development
Web Development
Mobile App Development
Software Development
Show more
Location
Noida, India
Number of Employees
500 - 999
Average Hourly Rate
$40/hr
Minimal Budget
$50,000 & Up
InnovationM Technology Solutions Services
Web Design
eCommerce Development
Web Development
Mobile App Development
Software Development
AI Development
Software Testing
Staff Augmentation
IT Services
CRM Consulting
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
A great place to work and learn,The company provides excellent exposure to real-world projects, a supportive team, and a collaborative work environment. I’ve gained valuable practical experience while improving both my business and technical skills. Working on Digital Engineering and Custom Software Development projects has been a great learning experience. Overall, it has been a very positive and rewarding journey, and I would definitely recommend it to anyone looking for growth in a Software Development Company.
SUNIL SARKAR
Review from Google
5.0★
SUNIL SARKAR's Review Sourced from Google
We approached InnovationM, a leading app development company in India, with a clear requirement: we needed a mobile app for our travel company for booking hotels and flights that was not only functional but also user-friendly and scalable for future growth. From the very first discussion, their team demonstrated a strong understanding of our requirements. They took the time to analyze our goals, suggested practical improvements, and provided a structured roadmap for development. Communication throughout the project was consistent, and they kept us informed at every stage.
Overall, the experience was highly professional and satisfying. Their attention to detail and commitment to quality made a significant difference, and we would definitely recommend them to anyone looking for reliable app development services.
Pratiksha Tiwari
Review from Google
5.0★
Pratiksha Tiwari's Review Sourced from Google
We needed a custom software solution tailored specifically to our business operations, and finding the right software development partner was a crucial decision. We were initially unsure whether a Noida-based company could fully understand our unique requirements and deliver a scalable solution. From the beginning, the InnovationM team demonstrated a deep understanding of our business challenges. They took the time to analyze our workflows and proposed a solution that was both practical and future-ready. Their structured approach gave us confidence in their capabilities.
The final software solution was reliable, efficient, and perfectly aligned with our needs. It helped streamline our operations and improve overall productivity. We are extremely satisfied with the outcome and would highly recommend their services as a trusted IT services and software development company in India.
Reviews verified by DesignRush and sourced from the agency's profile
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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
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: