Hiring an artificial intelligence development company means weighing data architecture depth, integration capability and production track record alongside model expertise. Compare 2,817 AI development companies in the USA, vetted against five ranking criteria and reviewed by a team of 12 experts.
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.
United States ×
Our team of expert software engineers leads our clients through the product development process, laying out clear expectations and goals to hasten the product's time to market...
Top Services:
- Software Development
- Staff Augmentation
- Digital Strategy
- eCommerce Development
- UI/UX Design
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- Location
- Chicago, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
Florida AI search (GEO), SEO, and web design agency in Titusville. We get local businesses named by ChatGPT, Gemini, and Google AI Overviews, ranked in the map pack, and converting on fast websites. Publisher of the Florida Local Search Index. Month-to-month plans, no contracts...
Top Services:
- SEO
- Web Design
- AEO
- CRO
- PPC
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- Location
- Titusville, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 2 Projects Listed
SimInsights transforms training, sales, service, production and design by leveraging virtual and augmented reality (VR/AR), simulation, sensing, artificial intelligence and machine learning (AI/ML) ...
Top Services:
- AI Development
- VR/AR
- Software Development
- Mobile App Development
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- Location
- Lake Forest, California
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
Our mission is to connect people with technology that enhances growth, elevates productivity, and empowers innovation.In recent years, we have grown into a Fortune 1000 company. Today, our more than 2,500 employees work in three offices throughout the country, and in our full service, ISO...
Top Services:
- AI Development
- Cybersecurity
- Staff Augmentation
- IT Services
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- Location
- Merrimack, New Hampshire
- Number of Employees
- 1000 & Up
CarpeDatum, a Converge Company, delivers maximum value from your analytics investment through consulting expertise and time-saving software...
Top Services:
- AI Development
- Software Development
- Big Data Analytics
- Cloud Consulting
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- Location
- Aurora, Colorado
- Number of Employees
- Under 49
WorkinGeeks utilizes our expertise in software engineering and industry knowledge to help develop and launch your business idea into a ready-to-use digital product. We specialize in providing exceptional user experiences to customers at scale, as evidenced by the success of the apps we've launched, which have...
Top Services:
- AI Development
- UI/UX Design
- Web Development
- Mobile App Development
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- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $25,000 - $50,000
Postindustria builds unique products with impeccable quality, bringing top product management expertise and technical excellence to every project. With over 15 successful products curated since 2006 and a thriving software consulting business, we're the best partner you could ever wish for to achieve your...
Top Services:
- AI Development
- Mobile App Development
- UI/UX Design
- Web Development
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- Location
- Wilmington, Delaware
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $25,000 - $50,000
We are a software product engineering boutique Calcey Technologies that work with startups and businesses of all sizes to create unique apps and software that truly change the world...
Top Services:
- AI Development
- IoT
- Mobile App Development
- UI/UX Design
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- Location
- Las Vegas, Nevada
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $25,000 - $50,000
At CoreExponent, innovation and expertise meet to offer unparalleled services to our clients. Our company was founded by a group of technology experts and business professionals with a passion for providing top-notch solutions to businesses and government agencies across the United States and the world...
Top Services:
- AI Development
- Digital Marketing
- Software Development
- Mobile App Development
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- Location
- Texas City, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
Idea-Refinery excels in crafting bespoke software for Fortune 500s in finance, cutting edge healthcare startups, and AI aware small businesses. Our blend of intuitive design, deep industry knowledge, and cutting-edge AI experience ensures exceptional software that exceeds expectations, delivering strategic...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- UI/UX Design
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- Location
- Tampa, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $356/hr
- Minimal Budget
- $10,000 - $25,000
Folio3 AI specializes in AI and computer vision software development, offering tailored solutions to drive innovation and efficiency for businesses worldwide...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Staff Augmentation
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- Location
- Belmont, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
ThernLoven is a global website and software development company focused on Web2, Web3, and AI-driven solutions. Combining technical expertise with creative innovation, ThernLoven delivers exceptional digital experiences through decentralized applications, smart contracts, and personalized AI tools. With a...
Top Services:
- AI Development
- Digital Services
- Web Development
- Digital Marketing
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- Location
- Middletown, Delaware
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $1,000 - $10,000
Enterprise64 is a technology solutions provider helping mid-sized businesses innovate and grow through technology. We provide consultancy and develop digital products...
Top Services:
- AI Development
- Software Development
- IT Services
- eCommerce Development
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- Location
- Vienna, Virginia
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
We work with clients to bring their vision for an AI product to life. We've got a track record of proven success and bring our extensive experience to every project we take on...
Top Services:
- AI Development
- Software Development
- Web Development
- Product Design
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- Location
- Boston, Massachusetts
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
Rysysth Technologies is a full-service IT solutions provider specializing in web development, digital transformation, and enterprise solutions. We help businesses scale with modern technologies, user-friendly designs, and performance-driven strategies. From custom websites to cloud-based platforms, our team...
Top Services:
- AI Development
- Blockchain
- Software Development
- Mobile App Development
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- Location
- Sacramento, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $45/hr
- Minimal Budget
- $10,000 - $25,000
Sotros Infotech is a CRM implementation and revenue systems consulting firm helping B2B companies streamline sales, marketing, and automation. We specialize in HubSpot and Salesforce CRM setup, lifecycle marketing architecture, performance-driven demand generation, and AI-powered workflow optimization...
Top Services:
- AI Development
- Digital Marketing
- PPC
- Email Marketing
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- Location
- San Francisco, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $1,000 - $10,000
FunnelXperts builds custom GoHighLevel CRM and automation systems for local service businesses across the US, UK, and Australia. We turn missed leads into booked jobs through custom pipelines, automated follow-up, and AI voice agents built from scratch, no templates, no subcontractors...
Top Services:
- AI Development
- SEO
- Web Design
- PPC
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- Location
- Sheridan, Wyoming
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
Office Solution AI Labs is an enterprise data and AI transformation company specializing in high-velocity platform modernization. We deploy advanced GenAI product engines alongside strategic consulting frameworks to automate data pipeline engineering, execute precise code and semantic model translations, and...
Top Services:
- AI Development
- Cloud Consulting
- Business Consulting
- HR Outsourcing
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- Location
- Aurora, Colorado
- Number of Employees
- Under 49
- Average Hourly Rate
- $45/hr
- Minimal Budget
- Under $1,000
TrueFoundry provides an enterprise AI Gateway spanning LLM Gateway, MCP Gateway, and Agent Gateway enabling organizations to securely govern agentic AI workloads from a single control plane...
Top Services:
- AI Development
- Cybersecurity
- Cloud Consulting
- DevOps Consulting
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- Location
- San Francisco, California
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
Kash is an AI automation and RevOps consultancy in the Phoenix Valley. We build AI systems that answer and book leads 24/7, run follow-up, and report automatically - priced on results, with a free AI Revenue Audit to start...
Top Services:
- AI Development
- Digital Marketing
- Business Consulting
- Social Media Marketing
- Content Marketing
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- Location
- Mesa, Arizona
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
AI4SALE is an AI-first digital agency that designs and builds production software, business automation, websites, mobile products, integrations, cloud infrastructure and cybersecurity solutions. We combine discovery, architecture, implementation and measurable verification in one delivery team, with...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Web Development
- Web Design
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- Location
- Cheyenne, Wyoming
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
CloudGeometry is a Silicon Valley engineering firm that builds and runs cloud-native platforms, data pipelines, and AI systems for SaaS and enterprise teams. Its AI-MSL offering pairs an AI-driven delivery platform with a managed service: AI agents carry build and maintenance work across the software...
Top Services:
- AI Development
- Managed Services
- Software Development
- Mobile App Development
- Cloud Consulting
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- Location
- Sunnyvale, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
ShooflyAI is an AI implementation partner for $10M to $75M companies. We build, manage and scale the AI layer behind one business function at a time: a knowledge base over the company's own data, connectors into the tools the team already uses, AI agents that do the work, and a cockpit that shows what they...
Top Services:
- AI Development
- Software Development
- CRM Consulting
- Business Consulting
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- Location
- Cumming, Georgia
- Number of Employees
- Under 49
- Average Hourly Rate
- $180/hr
- Minimal Budget
- $1,000 - $10,000
Lurto is an AI automation agency for US and UK businesses. We build custom AI systems and keep them running after launch: AI agents for intake and follow-up, document generation for regulated paperwork, AI voice receptionists, and integrations that connect AI to your CRM and ERP. Every engagement starts with...
Top Services:
- AI Development
- Software Development
- CRM Consulting
- ERP Consulting
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- Location
- Sheridan, Wyoming
- Number of Employees
- Under 49
- Average Hourly Rate
- $125/hr
- Minimal Budget
- $1,000 - $10,000
Zyene brings production AI into the day-to-day operations of wholesale distributors, manufacturers and specialty contractors. We automate document intake, orders, RFQs, quotes, bids and knowledge search, connecting workflows to existing business systems and keeping people in control of decisions...
Top Services:
- AI Development
- Software Development
- ERP Consulting
- CRM Consulting
- Show more
- Location
- San Francisco, California
- Number of Employees
- Under 49
AI Consultant for Small Businesses in Raleigh-Durham, NC. I find where AI pays in your business, build it in tools you own, and train your team. Services include a two-week AI Workflow Assessment, the AI Growth System for owner-led service businesses, team training, Fractional AI Officer advisory, and custom...
Top Services:
- AI Development
- Business Consulting
- Software Development
- Digital Strategy
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- Location
- Pittsboro, North Carolina
- Number of Employees
- Under 49
Raytech Agency connects AI-assisted workflows, website design and marketing around a shared project brief. We define the data flow, deliverables and human review steps before implementation, helping businesses connect their website to the tools their teams use...
Top Services:
- AI Development
- Web Design
- Web Development
- Digital Marketing
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- Location
- St. Petersburg, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $1,000 - $10,000
We help you find the best remote developers in the world so that you can focus on what you do best, building the future. Offering smart contract, software, and website development services. Expert engineers at a fraction of the price. By building a global development team you get the utility of having a...
Top Services:
- Software Development
- Mobile App Development
- Blockchain
- AI Development
- Web Development
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- Location
- Winter Park, Florida
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $38/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
Data-Entry-India.com is a global Data & AI operations partner. Serving 3,850+ clients across 50+ countries, we specialize in enterprise data operations, AI training data services, digital commerce data support, data research and intelligence services, and document and content-related support...
Top Services:
- BPO
- AI Development
- Market Research
- CRM Consulting
- Accounting
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- Location
- Laguna Beach, California
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
We provide AI-powered solutions that help businesses optimize operations, drive innovation, and make data-driven decisions. From predictive analytics to automation and computer vision, our expertise spans industries like manufacturing, renewable energy, agriculture, and natural resource management. We combine...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Negaunee, Michigan
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Sculptrix is an AI consulting and lead generation agency that helps med spas and aesthetic clinics grow through automation and smart digital strategies. They provide solutions such as custom AI agents, workflow automation, and SEO-driven systems to attract and convert high-quality leads. By combining...
Top Services:
- Digital Marketing
- AI Development
- Location
- Orlando, Florida
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
Rang Technologies is a data mining and digital technology company with over 17 years of leadership experience in the field...
Top Services:
- Big Data Analytics
- Cybersecurity
- AI Development
- IT Services
- Digital Marketing
- Show more
- Location
- Piscataway, New Jersey
- Number of Employees
- Under 49
- Portfolios Count
- 4 Projects Listed
EltexSoft is a boutique engineering studio of 35 to 50 senior developers, building web, mobile, and AI products for startups and established companies since 2015. We embed as a long-term extension of your team, the engineers who scope the work are the ones who ship it...
Top Services:
- eCommerce Development
- AI Development
- Web Development
- Software Development
- Mobile App Development
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- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $80/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 3 Projects Listed
Arccus is a custom software & AI development company delivering scalable web, mobile, and intelligent automation solutions. We transform bold ideas into high-performance digital products that empower global businesses to scale...
Top Services:
- Mobile App Development
- Web Development
- AI Development
- Software Development
- VR/AR
- Show more
- Location
- Austin, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Astha IT is an ISO certified software development company that specializes in building massively scalable systems...
Top Services:
- Software Development
- IT Services
- AI Development
- Big Data Analytics
- Cloud Consulting
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
Growth Acceleration Partners (GAP) is a leading technology firm that offers a comprehensive range of services designed to help businesses achieve accelerated growth through innovative solutions such as Hadoop consulting...
Top Services:
- Mobile App Development
- Software Development
- Cloud Consulting
- UI/UX Design
- AI Development
- Show more
- Location
- Austin, Texas
- Number of Employees
- 500 - 999
- Portfolios Count
- 5 Projects Listed
ISBX (Interactive, Strategy, Branding, Execution) stands as the premier web and mobile application development agency in Southern California, boasting extensive expertise across a diverse spectrum of digital services such as Mobile, Blockchain, IoT, Web3, and Web Development. With a track record of...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Blockchain
- IoT
- Show more
- Location
- Los Angeles, California
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 7 Projects Listed
Tateeda is a company specializing in custom software development and staff augmentation services, with a skilled workforce of 100+ seasoned engineers...
Top Services:
- Software Development
- IT Services
- Mobile App Development
- IoT
- AI Development
- Show more
- Location
- San Diego, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 1 Project Listed
Boost your local business authority with AZ Citation Services...
Top Services:
- Digital Marketing
- Social Media Marketing
- SEO
- Branding
- AI Development
- Show more
- Location
- Arlington, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project Listed
Passionfruit is a managed service SEO, AEO and GEO agency for ecommerce brands. Our in-house experts handle content, technical SEO, schema, product pages and community, so brands win on Google, ChatGPT and Perplexity. Revenue is traced to each search query. Trusted by 200+ brands globally...
Top Services:
- SEO
- Content Marketing
- Digital Marketing
- CRO
- AI Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $99/hr
- Portfolios Count
- 1 Project Listed
The Dor Brothers is an AI video production studio. We make films, commercials, music videos and viral videos with AI for brands, agencies and artists, made to play like cinema. Clients include Google, Meta, Microsoft, BOSS, Yamaha and eToro. 300+ projects, 500 million+ views...
Top Services:
- Video Production
- Advertising
- Creative Services
- Video Marketing
- AI Development
- Show more
- Location
- Sheridan, Wyoming
- Number of Employees
- Under 49
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 1 Project Listed
Lawless Clicks is a specialized legal marketing agency focused exclusively on helping law firms grow through SEO, Google Ads, AI search optimization, and digital marketing strategies tailored for the legal industry. With over 62 years of combined experience, the agency delivers data-driven marketing solutions...
Top Services:
- SEO
- PPC
- Digital Marketing
- AI Development
- Mobile App Development
- Show more
- Location
- Weatherford, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $125/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Entech Solutions connects the systems growing companies run on. As a certified Celigo partner with more than seven years on the platform and over 200 integrations delivered, we build NetSuite, Shopify, Salesforce and HubSpot syncs, EDI and B2B flows, and AI-agent automations. Our team is based in New Jersey...
Top Services:
- CRM Consulting
- ERP Consulting
- AI Development
- Software Development
- IT Services
- Show more
- Location
- Dunellen, New Jersey
- Number of Employees
- Under 49
- Average Hourly Rate
- $90/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
We are a long-term partner for all startups and established companies that are looking for a dedicated & ready-to-go team of product, design, and engineering experts. We are set for high performance from day one. Are you?...
Top Services:
- Web Development
- Mobile App Development
- UI/UX Design
- Software Development
- Digital Services
- Show more
- Location
- West Hollywood, California
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $59/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 2 Projects Listed
TDF (The Development Factory) is a Los Angeles based product and technology consultancy that empowers companies to design, build, and deliver software more effectively. By upskilling teams, embedding expert interim product leadership, and offering seamless augmentation services, TDF enhances clients internal...
Top Services:
- Software Development
- UI/UX Design
- Web Development
- IoT
- Mobile App Development
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 3 Projects Listed
Your Scalable Business Growth Team...
Top Services:
- Web Design
- Digital Marketing
- Web Development
- SEO
- PPC
- Show more
- Location
- Lancaster, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
CRE8TR is built as a results-based marketing agency. Through web design, conversion rate optimization, search engine optimization, pay-per-click ads, and social media, we deliver strong foundational ROI that scales businesses to new heights. Our goal is to partner with companies to help them achieve their...
Top Services:
- eCommerce
- CRO
- PPC
- SEO
- Branding
- Show more
- Location
- Canton, Ohio
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 4 Projects Listed
Zakkour Technology Group (ZTG) is a Miami-based boutique software development firm specializing in custom software, mobile app development, staff augmentation, and technical consulting. Known for its modern development practices and creative solutions, ZTG collaborates closely with entrepreneurs and...
Top Services:
- Software Development
- AI Development
- Blockchain
- Mobile App Development
- Staff Augmentation
- Show more
- Location
- Miami, Florida
- Number of Employees
- Under 49
Kellton is a publicly listed, CMMI Level 5, and ISO 9001:2015 certified global company, providing cutting-edge AI and digital transformation solutions and services in strategy, consulting, digital, and technology...
Top Services:
- Big Data Analytics
- Software Development
- AI Development
- Mobile App Development
- Show more
- Location
- Reston, Virginia
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 8 Projects Listed
Top ranking Microsoft Dynamics Partner providing consultation for Dynamics 365 CRM, NetSuite, Dynamics 365 Business Central, Salesforce, SharePoint, BI, Custom Software Development, Web app development, Azure with other Microsoft Solutions. AlphaBOLD based in San Diego, USA. Contact Us Now!...
Top Services:
- CRM Consulting
- ERP Consulting
- Cloud Consulting
- AI Development
- IoT
- Show more
- Location
- Carlsbad, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
AI Companies by City
AI Companies by State
AI Development Specializations in the US
Why companies trust DesignRush
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Frequently Asked Questions About AI Development Companies in USA
What services does an AI development company in USA provide?
AI development companies in USA provide a wide range of services that replicate human cognition, including machine learning (ML), natural language processing (NLP), and robotics.
According to Pixion, the most common AI development services in USA include:
- Enterprise RAG (Retrieval-Augmented Generation) platforms make up 50% or more of all AI services provided. They include creating a secure, auditable “ChatGPT for your company data” built on the latest frontier models (GPT, Claude Sonnet, Gemini Pro, etc.) + best-in-class retrieval.
- AI agents and agentic workflows account for 25 to 30%. They involve developing autonomous agents that can reason, use tools, remember context, and execute complex business processes (powered by API calls, with zero fine-tuning).
- AI-driven workflow automation that replaces brittle, rule-based bots with reasoning-powered agents presents 10 to 15% of all AI services.
- Multimodal document intelligence and workflow tools (invoices, contracts, forms, etc.) constitute 10%.
Designli also reports that 44.4% of tech founders believe internal automation is the most beneficial AI feature for their product. This is followed by user personalization (22.2%) and AI-assisted productivity features (22.2%).
How much do AI development services cost in the USA?
Hiring an AI software development company in the USA for prototyping and minimal viable products (MVPs) can cost from $50,000 and go above $500,000 for custom enterprise models, as Pixion states.
| Complexity level | Typical services | Budget ranges | Typical timeline |
| Proof of concept / MVP | Rapid prototype, off-the-shelf models (e.g., OpenAI/Gemini API), simple prompt engineering, basic UI | $30,000 to $100,000 | 1 to 4 months |
| Low to medium complexity | Simplistic agentic workflows, RAG pipeline, integration with internal data sources, moderate UI/UX, basic security | $80,000 to $200,000 | 4 to 10 months |
| Medium to high complexity | Multimodal systems, fine-tuning or pre-training, agentic workflows, custom model optimization, on-premise/private deployment, compliance (GDPR, etc.) | $150,000+ | 10 to 12+ months |
| Enterprise / highly complex | Bespoke model development or heavy distillation, multi-agent systems, real-time inference at scale, advanced MLOps, deep integrations (ERP, CRM, proprietary data lakes), and ongoing training pipelines | $500,000+ | 1+ years |
When can clients expect ROI from an AI project?
Return on investment (ROI) depends on the type of AI development services provided:
- Support automation usually shows ROI within 2 to 4 months because it directly replaces workload.
- Sales AI shows ROI in 1 to 3 months because a single converted lead can justify the cost.
- Content automation depends on the SEO cycle, but usually returns value within 3 to 6 months.
- Recommendation systems pay off in 2 to 5 months, depending on traffic.
- Internal ChatGPTs are slower, usually 4 to 9 months, because their impact spreads across multiple departments.
What are the typical timelines for AI projects from initial planning to delivery across complexity levels?
AI systems don’t reach a final state, as they are not static assets. They keep learning, breaking, and improving as they absorb new data through regular usage.
Approximate timeframes are:
- Small projects, like focused chatbots or narrow content workflows, usually take 3 to 5 months from the first workshop to a stable version people can use at work.
- Mid-level projects, such as full-support automation or sales qualification, often take 6 to 9 months to feel properly integrated into daily operations.
- Large, cross-departmental systems such as recommendation engines or internal company-wide copilots usually require 9 to 18 months before AI becomes a part of the company’s operations.
Who owns the IP, code and model weights?
Who owns the IP, code, and model weights depends on the contract with your AI development company. Typically, the client owns the custom code, prompts, datasets, and documentation once the project is paid for. However, ownership of AI model weights requires a separate agreement.
If the model is built using an open-weight model, the client may own the fine-tuned weights, depending on the original license. Models customized through commercial AI platforms usually remain on those platforms.
US copyright law also requires human authorship. Content generated entirely by AI generally cannot receive copyright protection, while human-created contributions may qualify. The US Copyright Office provides guidance on these rules. Your contract should also clarify open-source licensing and whether the agency can reuse parts of the solution for other clients.
How often do AI development companies in USA update or retrain deployed models?
Most production AI models are monitored and retrained from weekly to quarterly, while high-volume or fast-changing systems update even daily or in near real time.
- Fast-changing consumer apps and social platforms: Continuous or daily updates
- Finance and fraud detection: Weekly to monthly retraining
- Healthcare and other regulated use cases: Monthly to quarterly retraining
- Retail, pricing, and recommendations: Daily to weekly refreshes
- Large language models (like GPT or Gemini): Major versions every 1 to 2 years, with ongoing fine-tuning and safety updates.
What industries employ AI development companies in USA most?
Many sectors rely heavily on AI development services, and the following list shows the industries with the highest adoption. The percentages show how many organizations in the given sector use at least one AI capability.
- Media and telecom: 88%
- Insurance: 96%
- Technology: 95%
- Consumer goods and retail: 96%
- Healthcare: 95%
- Professional services: 92%
- Travel and logistics: 91%
- Energy and materials: 90%
- Financial institutions: 89%
- Advanced manufacturing: 86%
- Engineering and construction: 86%
- Pharma and medical products: 84%
- Manufacturing: 83%
What are the top AI companies in the USA in 2026?
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