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
18 Companies-Rankings updated: September 06, 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.Award WinnerRecipient of a Best Design Award for outstanding work.
We Create Result Driven Apps, Websites, and Brands
Senior-led B2B design agency for AI, enterprise software and emerging technology companies. Digital product design, enterprise UX/UI, design systems, IoT and connected-device interfaces, and brand systems. ServiceNow, NetApp, Palo Alto Networks, Zoom, Ford, CNN...
Top Services:
Web Design
Branding
Mobile App Development
Product Design
UI/UX Design
Show more
Location
San Jose, California
Number of Employees
Under 49
Portfolios Count
19 Projects Listed
ANML Services
Web Design
Branding
Mobile App Development
Product Design
UI/UX Design
Web Development
Digital Strategy
Creative Services
AI Development
IoT
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Logitech
World Central Kitchen
KitchenAid
NextNav
Citrix
Ford Motor Company
Sitecore
Level Access
Zoom
NetApp
Data sourced from the agency's DesignRush profile
ANML Reviews & Testimonials
Manuel Colom
UX Director at Yummly
5.0★
Product Design Review from Manuel Colom
Working with ANML on the Yummly app experience and the Yummly Smart Thermometer (IoT) was an outstanding collaboration. Yummly combined personalized recipe discovery, meal planning, and guided cooking into a highly curated food experience, while the Smart Thermometer extended that ecosystem into connected cooking with real-time temperature tracking and assisted preparation workflows. As Director of UX at Yummly, I worked closely with ANML throughout both initiatives, and they operated almost as a seamless extension of our internal design team. Their work consistently demonstrated excellent design craft, strong product thinking, and a highly collaborative mindset. Beyond delivering high-quality UX and visual design, their contribution helped sharpen and strengthen the overall value proposition of the products by making complex cooking experiences feel approachable, premium, and intuitive for users.
Nathan Thornburgh
CEO at Roads and Kingdoms
5.0★
Web Design Review from Nathan Thornburgh
As Anthony Bourdain's partners, we were approached by CNN to create an immersive digital site that would provide a beautiful home for each destination covered by Bourdain's show Parts Unknown. It was a huge task not least because there were already close to 100 destinations to integrate into a usable global site. But also because the site was meant to live up to the beauty and aesthetic of the television program. And it needed to be done in a way that satisfied both our mainstream luxury advertisers (like LandRover, ANA, and more) but also the famously high standards of Bourdain himself. ANML engaged in this 18-month design and build process with outstanding workmanship and creative decision-making. They navigated wildly different and demanding stakeholders. And in the end they built a site that still looks fresh even nearly a decade later. If you want to make lasting work, there is no one else I could recommend more.
Alex Lacerda
Art Director at Ernie Ball / Music Man
5.0★
Web Design Review from Alex Lacerda
We partnered with ANML to evolve our digital experience in a way that stayed true to our brand while modernizing how we present our products and story. As a company with a long history in music, it was important to find a partner who could respect that legacy while helping us move forward.
ANML took the time to understand our brand, our audience, and the role our products play for musicians. They built on our existing foundation and translated it into a more cohesive and intuitive experience that better reflects who we are today.
Their team brought strong thinking across UX and design, helping us improve how content is structured, how products are presented, and how users navigate the experience. The collaboration was smooth and highly responsive throughout.
The end result is a more polished and modern experience that still feels authentic to our brand. ANML was a thoughtful and reliable partner, and we would highly recommend them.
Reviews verified by DesignRush and sourced from the agency's profile
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Award WinnerRecipient of a Best Design Award for outstanding work.
Award-Winning AR / VR / XR / AI / WebGl Experiences
Groove Jones is an innovative technology company that specializes in creating AI/VR/AR software solutions for a wide range of industries, including advertising, entertainment, marketing, health, and training...
Top Services:
VR/AR
Software Development
Mobile App Development
Web Development
Web Design
Show more
Location
Dallas, Texas
Number of Employees
Under 49
Average Hourly Rate
$150/hr
Minimal Budget
$50,000 & Up
Portfolios Count
26 Projects Listed
Groove Jones Services
VR/AR
Software Development
Mobile App Development
Web Development
Web Design
AI Development
UI/UX Design
Event Marketing
Creative Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Toyota
Amazon
MasterCard
Intel
HP
Comcast
FX Networks
Samsung
AT&T
Ford
Data sourced from the agency's DesignRush profile
Groove Jones Reviews & Testimonials
Sam Rogers
Project Manager at National 4-H Council
5.0★
VR/AR Review from Sam Rogers
The fine folks at Groove Jones really delivered with this project!
See for yourself at https://4-h.org/clover/activities/rockets-to-the-moon/
Our organization had worked with them before, but this was my first time...and my first time working with an AR project at all. Giving all the stars in all the categories isn't something I do much of, but in every way Groove Jones earned it.
From the beginning, they got the intention and guided us through the choices needed to keep us within our fixed budget and immovable timeline. The team consistently delivered what we needed to get approvals from our internal and external stakeholders, and worked with us when we faced unexpected delays and technical surprises.
We're just launched and already looking for the next opportunities to work with Groove Jones again! Totally professional, and totally fun :) They really made our team and our brand look good.
Amy Chao, CMP
Marketing Manager at Toyota
5.0★
VR/AR Review from Amy Chao, CMP
The client had an exceptionally positive experience with Groove Jones. The agency delved into new technology boosting user experience, ensuring it aligned with the existing environment and was multi-channel compatible. Groove Jones in less than 90 days unveiled an interactive platform that was not only visually captivating but also had a striking impact. Throughout the journey, it remained communicative, promptly addressing modifications and infusing their unique insights. (verified via email)
Alan Fletcher
Chief Product Officer at Aurea Software
5.0★
VR/AR Review from Alan Fletcher
The client collaborated with Groove Jones on a challenging initiative, marked by a lofty yet vague objective and a pressing deadline. Discovered through online research and having no prior association, the collaboration swiftly took off. In merely three months, Groove Jones conceptualized and constructed a 20x16x10 Holodeck for the client's participation in the MWC event in Barcelona. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile
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VerifiedVerified by the DesignRush team for authenticity and credibility.
AI Driven Digital Agency
AddWeb Solution builds custom LLM applications, RAG pipelines, AI agents, generative AI, ML models, NLP, computer vision, and MLOps infrastructure. Founded in 2012, the AI development company has deployed 50+ AI projects and 1,000+ solutions for clients like Cisco and the United Nations...
Top Services:
Web Development
eCommerce Development
Mobile App Development
Software Development
Software Testing
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Location
Greenville, South Carolina
Number of Employees
100 - 249
Average Hourly Rate
$25/hr
Minimal Budget
$1,000 - $10,000
Portfolios Count
65 Projects Listed
AddWebSolution Services
Web Development
eCommerce Development
Mobile App Development
Software Development
Software Testing
SEO
Cloud Consulting
WordPress Website Design
AI Development
IT Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
PPE Supplies Direct
Georgia Test Prep
SageFlow
Life Coach Schools - LCS
GoSafr
Houseys
EAB
Australian Christian College
Bradley’s Fish
Voxabot
Data sourced from the agency's DesignRush profile
AddWebSolution Reviews & Testimonials
Cyril Tuzemen
Chief Executive Officer at Vesper Homes
4.8★
AI-Powered DevOps Review from Cyril Tuzemen
We had an excellent experience working with Addweb Solution on the development of an AI-powered property assistant for Vesper Homes. Our goal was to make property searching more natural and intuitive. Instead of requiring customers to understand complex real-estate filters, we wanted users to simply describe their needs conversationally. The final result exceeded our expectations and fits perfectly with Vesper Homes' technology-driven approach to delivering a more personalized real-estate experience. We are very pleased with the outcome and would confidently recommend Addweb Solution to any company looking for a reliable development partner for AI, automation, and digital product solutions.
Derick Lee
CEO at PilotCity
5.0★
Software Development Review from Derick Lee
AddWeb came in clutch during a time when we were needing engineering and software development back in 2021. We worked with them for nearly 4 years with small to large contracts for full stack development. We highly recommend their team. Professional, smart, helpful and great people. We worked with them on smaller agreement all the way to $120K contracts. We highly recommend their vast levels of experiences.
Ravi Patel
Director at VTeam
5.0★
Web Development Review from Ravi Patel
Our experience with AddWeb Solution was excellent. The team built a modern, SEO-optimized WordPress website and a custom AI-powered SaaS platform for the US accounting industry.
They helped automate key processes like bookkeeping, invoicing, and reporting, which reduced manual work by over 60% and improved accuracy. The platform is fast, scalable, and easy to use, and the website performs well across devices.
Communication was clear, timelines were met, and the team was proactive in suggesting better technical solutions when needed. Both the WordPress site and the SaaS platform exceeded our expectations.
We highly recommend AddWeb Solution for WordPress development, SaaS product development, and AI-driven web solutions.
Reviews verified by DesignRush and sourced from the agency's profile
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We develop complex services and solutions for startups.
Building MVPs and scaling solutions for FoodTech & Retail startups since 2015...
Top Services:
Mobile App Development
Software Development
Web Design
eCommerce Development
Branding
Show more
Location
Addison, Texas
Number of Employees
Under 49
Average Hourly Rate
$60/hr
Minimal Budget
$50,000 & Up
Portfolios Count
20 Projects Listed
dev.family Services
Mobile App Development
Software Development
Web Design
eCommerce Development
Branding
Web Development
IoT
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Sizl. Dark kitchen mobile app
Godno. Marketplace for sellers of local goods
Malpa. Help desk for customer support team with AI
TravelGo. Mobile app and website for travel bookin
9D. Wellness mobile app
Mobile app & personal account for a BMW dealer
Nescafe
CRM-platform for the official YouTube partner
John Dory. Loyalty program mobile app
Bushe. Pastry ordering platform
Data sourced from the agency's DesignRush profile
dev.family Reviews & Testimonials
Thomas Sutherland
CTO at OpenOrigin AI
5.0★
Startup Review from Thomas Sutherland
The team did an outstanding job developing the website. Their work effectively showcases the platform’s AI services for the AI and crypto industry. The result is a well-designed, functional site that enhances user experience. Great work!
Pasha Rudinski
Director at Belbazar24
4.8★
eCommerce Development Review from Pasha Rudinski
Thanks to the dev.family team for developing our mobile application. The app is user-friendly and beautifully designed, making shopping a seamless experience for our customers. We recommend the dev.family team for their exceptional work and dedication.
Alexandr Bovtrukevich
Project holder at Car Expo US Inc.
5.0★
Software Development Review from Alexandr Bovtrukevich
We extend our appreciation to the developers for their invaluable contribution in crafting our company's website. Their expertise has not only delivered a user-friendly platform but has seamlessly showcased our diverse range of new cars with warranties. Thank you for your commendable work
Reviews verified by DesignRush and sourced from the agency's profile
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Award WinnerRecipient of a Best Design Award for outstanding work.
Saeculum Solutions Pvt Ltd
Saeculum Solutions is providing Web Development And Software Development Services. We also specialize in Angular & React js Development Online Visit us at: https://saeculumsolutions.com/...
Top Services:
IT Services
Software Development
Mobile App Development
Web Development
AI Development
Show more
Location
Ahmedabad, India
Number of Employees
Under 49
Average Hourly Rate
$20/hr
Portfolios Count
18 Projects Listed
Saeculum Solutions Services
IT Services
Software Development
Mobile App Development
Web Development
AI Development
Web Design
CRM Consulting
Digital Marketing
Graphic Design
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
iContent
Abhyarthi
Haim Bargig
ExpertExports
Envision LLC
PulseConnect
Data sourced from the agency's DesignRush profile
Saeculum Solutions Reviews & Testimonials
Dennis Romano
Director at Envision
5.0★
Web Development Review from Dennis Romano
Worldclass developers, designers, creative solutions, and problem solvers. You can expect impeccable work, fast turnaround, fair prices, and excellent customer service.
Dan Graoroski
Manager at VDG Services Australia
5.0★
Web Development Review from Dan Graoroski
Great job on the website development!
Visual design is clean and professional, which aligns perfectly with our brand.
The navigation is intuitive and user-friendly, making it easy for visitors to find what they are looking for.
The responsive design ensures a seamless experience across all devices.
Nirav Panchal
Review from Google
5.0★
Nirav Panchal's Review Sourced from Google
Great place to work with a friendly team and good work culture. I’m learning new things every day and really enjoy being here!
Reviews verified by DesignRush and sourced from the agency's profile
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Senior-led digital marketing in Vietnam for teams in the U.S.
Omega Digital is a Vietnam-based digital marketing agency built for two kinds of clients: U.S. agencies that need a reliable delivery partner, and U.S. businesses with operations in Vietnam that want experienced marketing support on the ground...
Top Services:
Digital Marketing
Advertising
SEO
Social Media Marketing
PPC
Show more
Location
Ho Chi Minh City, Vietnam
Number of Employees
Under 49
Average Hourly Rate
$100/hr
Minimal Budget
$10,000 - $25,000
Portfolios Count
33 Projects Listed
Omega Digital Services
Digital Marketing
Advertising
SEO
Social Media Marketing
PPC
Web Design
AI Development
CRO
Content Marketing
Event Marketing
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
BiaCraft Artisan Ales
CanAm Enterprises
Clorox Pool&Spa
Cognita Schools Vietnam
Collective Design Agency
Heart of Darkness Craft Brewery
St. George's University
True Value Hardware
Vespa Adventures
Valvoline Express Care
Data sourced from the agency's DesignRush profile
Omega Digital Reviews & Testimonials
Anonymous
Head of Marketing & Comms at ISSP
4.8★
Digital Marketing Review from Anonymous
ISSP’s marketing runs on three engines, and Omega is the strongest of the three. What I appreciate most is their support, proactive mindset, and solid grasp of our market. They take full ownership of their craft across digital channels. Even with the disruptions of COVID-19, the results exceeded our expectations. In fast-changing situations like this, their steady support and clear understanding of our business have been essential.
Zachary Strombeck
Review from Google
5.0★
Zachary Strombeck's Review Sourced from Google
Omega Digital built a site that doesn’t just look amazing, it converts.
We partnered with Omega Digital to develop the official Pronoia Performance website, which included custom web design, SEO strategy, and conversion rate optimization. The collaboration ran for several months and covered every layer of the digital experience, from user interface to backend SEO integration.
What impressed us most was their ability to balance beautiful UX with high-performance backend strategy. They didn’t just design for aesthetics, they optimized every page to rank, to load fast, and to turn visitors into leads.
Working with their team felt like an extension of our own: responsive, proactive, and always focused on the “why” behind each design and content decision.
If you’re building a brand that needs a strategic, conversion-focused online presence, I can’t recommend Omega Digital enough.
Nicolas Thanh
Review from Google
5.0★
Nicolas Thanh's Review Sourced from Google
Omega Digital turned my content bottleneck into a growth engine overnight. I hired Wes in early June 2025 to build a custom GPT that could crank out LinkedIn and YouTube content without sacrificing my trilingual, systems-first voice. We’ve worked together for 1 month and counting. As someone who’s known Wes for years, his mix of deep AI know-how and down-to-earth marketing chops is rare: he translated my brand guidelines into prompts, fine-tuned the model, and wired up automated image generation that actually matches my brand’s color palette.
Wes shows up to every call with a grin, a fresh idea, and a “let’s test it now” attitude that keeps momentum high even when my schedule is chaotic. If you want AI that drives strategy and not just shiny demos, Omega Digital is the partner you can count on.
Reviews verified by DesignRush and sourced from the agency's profile
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HOSTA is a UAE-based Digital Transformation & Enterprise Engineering company delivering high-performance Hosting, scalable Web & App platforms, cloud-native infrastructure, AI automation, SEO, AEO, GEO, Media buying, and data-driven Digital solutions built for growth, performance, and long-term business...
Top Services:
Web Development
Mobile App Development
Managed Services
Digital Marketing
SEO
Show more
Location
Dubai, United Arab Emirates
Number of Employees
Under 49
Minimal Budget
Under $1,000
Hosta Services
Web Development
Mobile App Development
Managed Services
Digital Marketing
SEO
Advertising
Media Buying
Video Production
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
INK Advertising & Events
Data Technologies
XO Nightclub Dubai
e-Kitchen
Avenue Nightclub Dubai
Biomed Pharma
Cre Eco Production
Ora Nightclub
Mash Premiere Pharma
Fritill AI
Data sourced from the agency's DesignRush profile
Hosta Reviews & Testimonials
Siyad Kottayil
Review from Google
5.0★
Siyad Kottayil's Review Sourced from Google
We purchased extra beds from Hosta Hotel Supplies for our hotel, and they’ve been fantastic. They're comfortable, easy to move, and great quality.
Fayis Kunnath
Review from Google
5.0★
Fayis Kunnath's Review Sourced from Google
I recently bought a customized housekeeping trolley from Hosta, and I’m really happy with it. It’s exactly what we needed—sturdy, easy to move around, and fits all our supplies perfectly. The whole process was smooth, and delivery was on time. Definitely recommend!
Reviews verified by DesignRush and sourced from the agency's profile
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UFOMAMMOOT is a cutting-edge, independent digital creative studio headquartered in Berlin
UFOMAMMOOT is a cutting-edge, independent digital creative studio headquartered in Berlin. Since 2011, we've been crafting groundbreaking and imaginative concepts that elevate brands to new heights.We feel it’s our duty to unite the best of both worlds: combining creative concepts with our technological...
Top Services:
VR/AR
Creative Services
Digital Services
Digital Marketing
Web Design
Show more
Location
Berlin, Germany
Number of Employees
Under 49
Average Hourly Rate
$100/hr
Minimal Budget
$10,000 - $25,000
Portfolios Count
10 Projects Listed
UFOMAMMOOT Services
VR/AR
Creative Services
Digital Services
Digital Marketing
Web Design
Web Development
Event Marketing
AI Development
Digital Strategy
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Premier Digital Services & Software Production Company based in the United States & Australia
Modern Tech serves as a comprehensive solution for all your digital requirements, offering a diverse range of innovative and creative products and services. Our team of experts is dedicated to delivering total communication and information solutions to meet your distinct needs...
Top Services:
Web Development
eCommerce Development
Mobile App Development
Graphic Design
UI/UX Design
Show more
Location
Wilmington, Delaware
Number of Employees
50 - 99
Minimal Budget
$1,000 - $10,000
Modern Tech Services
Web Development
eCommerce Development
Mobile App Development
Graphic Design
UI/UX Design
Digital Marketing
Social Media Marketing
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
iCode49 Technolabs stands out as a premier provider specializing in the meticulous development of cutting-edge iOS and Android mobile applications uniquely crafted for both startups and global brands. Our expertise lies in driving innovation within the ever-evolving mobile landscape, where we leverage our...
Top Services:
Mobile App Development
Software Development
Web Development
WordPress Website Design
eCommerce Development
Show more
Location
Ahmedabad, India
Number of Employees
Under 49
Average Hourly Rate
$20/hr
Minimal Budget
$10,000 - $25,000
iCode49 Technolabs Services
Mobile App Development
Software Development
Web Development
WordPress Website Design
eCommerce Development
VR/AR
Digital Marketing
SEO
Social Media Marketing
Advertising
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
We started in 2017 as a boutique agency created by a group of professionals with experience in prestigious fast moving consumer goods companies and top-level agencies. We are trade marketing and digital services specialists...
Top Services:
Direct Marketing
Market Research
Video Marketing
Event Marketing
Software Development
Show more
Location
Buenos Aires, Argentina
Number of Employees
Under 49
Average Hourly Rate
$25/hr
Minimal Budget
Under $1,000
We are MAIN Services
Direct Marketing
Market Research
Video Marketing
Event Marketing
Software Development
Web Design
Graphic Design
eCommerce Development
Mobile App Development
HR Outsourcing
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
We help small and medium businesses leverage the power of data and technology. Our approach is based on trust and long-term relationships with our clients so we can help them evolve over each step of their growth...
Top Services:
Software Development
AI Development
Location
Montreal, Canada
Number of Employees
Under 49
Average Hourly Rate
$120/hr
Minimal Budget
Under $1,000
Connect it Intelligent Solutions Inc. Services
Software Development
AI Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Our agency specializes in jumpstarting "stuck" businesses. In just 48 hours, we can show you how to boost your sales through targeted strategies. Our tailored marketing plans, email campaigns, and lead strategies are designed to generate new customers, nurture existing clients and drive sales. With 25 years...
Top Services:
AI Development
WordPress Website Design
Branding
SEO
eCommerce Development
Show more
Location
Elgin, Illinois
Number of Employees
Under 49
Average Hourly Rate
$120/hr
Minimal Budget
Under $1,000
Portfolios Count
8 Projects Listed
CW Dynamic Digital Marketing Services
AI Development
WordPress Website Design
Branding
SEO
eCommerce Development
Digital Strategy
CRO
Social Media Marketing
Content Marketing
Creative Services
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
ISO-Certified Shopify Development Company for End-to-End Solutions
CartCoders is an ISO-certified Shopify development company with 7+ years of experience serving 250+ global brands. We specialize in store development, CRO, custom Shopify apps, website audit, headless commerce, migrations, and white-label services to build scalable, high-performing Shopify stores...
Top Services:
eCommerce Development
Web Development
Web Design
UI/UX Design
AI Development
Show more
Location
Arizona City, Arizona
Number of Employees
100 - 249
Average Hourly Rate
$40/hr
Minimal Budget
$1,000 - $10,000
Portfolios Count
15 Projects Listed
CartCoders Services
eCommerce Development
Web Development
Web Design
UI/UX Design
AI Development
eCommerce
Social Media Marketing
SEO
WordPress Website Design
CRO
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
Aria Rose
Caprilina
Dr.Thrower Skin Care
Zumi
Happily Chic
Flamingo
Angles90
Beef Jerky
Accessibility Assistant
Data sourced from the agency's DesignRush profile
CartCoders Reviews & Testimonials
Pooja Ahuja
Review from Google
5.0★
Pooja Ahuja's Review Sourced from Google
I worked with CartCoders for my Shopify store and had a great experience. The team is skilled, responsive, and always ready to guide me with the right solutions. From design adjustments to technical fixes, everything was done smoothly. I would definitely suggest CartCoders to anyone who needs reliable Shopify support.
Niyati Shah
Review from Google
5.0★
Niyati Shah's Review Sourced from Google
CartCoders is the best Shopify development company. I have had a great opportunity to connect with the top management of CartCoders, they are really helpful and the team management is up to the mark.
Keep going team CartCoders.!!
Sarakshi Daredia
Review from Google
5.0★
Sarakshi Daredia's Review Sourced from Google
Cartcoders is one of the best eCommerce website development company.
I'm working here from the last 4 months as a react native developer.
Good environment and supportive management.
Reviews verified by DesignRush and sourced from the agency's profile
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We Bring Digital Experiences to Life Through Art, Design and Technology.
We are an award-winning digital innovation studio based in Orlando, FL and in São Paulo that has been operating since 1999 crafting web, apps and games projects, based on research, innovation and application of different technologies, art and design...
Top Services:
Web Design
Web Development
UI/UX Design
VR/AR
Mobile App Development
Show more
Location
Orlando, Florida
Number of Employees
Under 49
Average Hourly Rate
$150/hr
Minimal Budget
$10,000 - $25,000
Portfolios Count
25 Projects Listed
Webcore Interactive Services
Web Design
Web Development
UI/UX Design
VR/AR
Mobile App Development
Software Development
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
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:
Proposals