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 ×
We are Actum Lab - a software lab focused on web app development and emerging technologies. We help enterprise customers to go through fascinating digital revolution journey. We are not only talking about technological revolution - we make it happen...
Top Services:
- Software Development
- VR/AR
- AI Development
- Location
- Austin, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Xerago is an Integrated Marketing Services Provider that sets up and runs the Marketing Centre of Excellence (CoE). We use a combination of People, Process, Technology, and Analytics to offer services that include Digital Presence Management, Digital Marketing, Conversion optimization, Campaign Management...
Top Services:
- Digital Marketing
- Digital Services
- AI Development
- Location
- San Jose, California
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 3 Projects Listed
At Vectorium Labs, we combine deep technical expertise with bold innovation to deliver cutting-edge, AI-powered software solutions that solve real-world challenges...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Big Data Analytics
- Web Development
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- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
NewDealDesign is an award-winning strategic technology design agency based in San Francisco...
Top Services:
- Product Design
- Mobile App Development
- Branding
- Wearables
- AI Development
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- Location
- San Francisco, California
- Number of Employees
- Under 49
- Portfolios Count
- 5 Projects Listed
Experience a transformative journey in healthcare mobile app development with Blue Whale Apps. With our roots deep in diverse mobile app innovations, our expertise now extends to the realm of Apple's Healthkit. Offering not just app development but a comprehensive understanding of your business vision, we...
Top Services:
- Mobile App Development
- Digital Marketing
- Cybersecurity
- Software Development
- UI/UX Design
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- Location
- Herndon, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 5 Projects Listed
IntelliSoft is a top legal technology company with experienced developers innovating law firm management. We specialize in effective data management strategies, facilitate audit procedures, and offer tailored compliance management software that aligns with firm workflows and integrates seamlessly into...
Top Services:
- IT Services
- Web Development
- Mobile App Development
- Software Development
- AI Development
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- Location
- Las Vegas, Nevada
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 5 Projects Listed
Genesis360 is a digital transformation consultancy and custom software development company that empowers small to medium enterprises (SMEs) with digital solutions...
Top Services:
- Web Development
- Mobile App Development
- Software Development
- Blockchain
- Staff Augmentation
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- Location
- Cleveland, Ohio
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 5 Projects Listed
Expert App Devs is a leading mobile app development company with 14+ years of experience. We specialize in creating high-quality Android & iOS apps using the latest technologies like AI, Blockchain, AR/VR, and IoT, delivering innovative solutions that drive business growth...
Top Services:
- Mobile App Development
- AI Development
- IoT
- VR/AR
- Show more
- Location
- Phoenix, Arizona
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 8 Projects Listed
proMX AG specializes in improving business processes through digital transformation, cloud migration, and agile organizational structures, leveraging innovative Microsoft Dynamics 365 solutions...
Top Services:
- CRM Consulting
- ERP Consulting
- Cloud Consulting
- Business Consulting
- AI Development
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- Location
- Miami, Florida
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
FifthRow is an AI platform that transforms consulting workflows into autonomous agent teams, enabling companies to research, validate, and build new ventures faster and more cost-efficiently than traditional models...
Top Services:
- Mobile App Development
- AI Development
- Location
- San Francisco, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 1 Project Listed
UnlockAI is a Dallas-based AI automation firm that designs custom revenue infrastructure for small and mid-market businesses. We don't sell software we diagnose the specific pain points and revenue gaps inside your operation, then build the AI and automation systems to eliminate them...
Top Services:
- Web Design
- AI Development
- Location
- McKinney, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $90/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Genius Logix pairs cloud engineering with commercial thinking. We help companies in healthcare, financial services, logistics, and B2B eCommerce modernize legacy systems, integrate ERP and CRM platforms, and build custom software across AWS, Azure, and Google Cloud then back it with the marketing and AI...
Top Services:
- Software Development
- Mobile App Development
- DevOps Consulting
- SEO
- Web Development
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- Location
- Austin, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 2 Projects Listed
Built for complex industries. We help your business scale through digital transformation platforms, websites, mobile apps, CRM implementations and more. Request a free demo or consultation and let's talk about your challenge...
Top Services:
- Software Development
- AI Development
- UI/UX Design
- CRM Consulting
- ERP Consulting
- Show more
- Location
- Miami, Florida
- Number of Employees
- 100 - 249
- Portfolios Count
- 3 Projects Listed
Mouche is a digital agency blending human creativity with AI efficiency. We specialize in eCommerce, Shopify, SEO, and user-centric websites built on WordPress, Webflow, and Wix. Based in Los Angeles, we help brands grow by driving traffic, boosting conversions, and creating smarter digital experiences...
Top Services:
- UI/UX Design
- WordPress Website Design
- Web Design
- SEO
- Content Marketing
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- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
DTG is a software development company specializing in fully integrated revenue systems for complex, configurable products. We bring together high-fidelity 3D visualization, advanced CPQ logic, AI automation, and enterprise integration into a single, cohesive, business-driven architecture...
Top Services:
- Software Development
- VR/AR
- AI Development
- IT Services
- eCommerce Development
- Show more
- Location
- Hoboken, New Jersey
- Number of Employees
- Under 49
- Average Hourly Rate
- $120/hr
- Portfolios Count
- 4 Projects Listed
We Convert ideas to scalable Digital ProductsWe love to grow & scale so should our clients and the products we build...
Top Services:
- Software Development
- Web Development
- WordPress Website Design
- Mobile App Development
- UI/UX Design
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- Location
- Wilmington, Delaware
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 5 Projects Listed
Nuvento has been in the business of tech-consulting and advisory services since 2007. We leverage AI, BI, Cloud Solutions, Dedicated development teams, software development outsourcing, staffing solutions, Automation and Digital Platforms to develop and manage core business processes...
Top Services:
- AI Development
- Software Development
- Managed Services
- IT Services
- Mobile App Development
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- Location
- Cranbury, New Jersey
- Number of Employees
- 250 - 499
Deline Media is your ultimate partner in technology and marketing. We enable business evolution with software development and digital transformation with top-notch tech solutions. This is our forte...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Cloud Consulting
- IT Services
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- Under $1,000
Since its inception in 2009, Intelegencia has been transforming businesses through its service offerings in Technology, BPO, Back Office, Data and Cloud Engineering...
Top Services:
- AI Development
- Software Development
- Blockchain
- BPO
- Big Data Analytics
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- Location
- Philadelphia, Pennsylvania
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $20/hr
Vee Technologies is a premier consulting and professional services company, offering cutting-edge solutions to organizations around the world. With a powerful blend of people, processes and groundbreaking technology-enabled solutions, we streamline operations, increase cash flow & reduce costs...
Top Services:
- AI Development
- Managed Services
- IT Services
- Software Testing
- Big Data Analytics
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- Location
- New York City, New York
- Number of Employees
- Under 49
At Crombie, we provide teams ready to knock it out of the park, developing high-quality, easy-to-use products...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Cloud Consulting
- IT Services
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- Location
- Wilmington, Delaware
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $10,000 - $25,000
With over 20 years of experience, OrbitSoft is a renowned high-tech development company that offers a full-cycle development service for projects of any size and complexity. With a team of over 100 specialists, we cater to your needs, from Ad Tech expertise to web and mobile app development...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Web Development
- Web Design
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- Location
- Sheridan, Wyoming
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $10,000 - $25,000
Emerge Haus is a pioneering software development agency focused in generative AI. We build web apps to accelerate businesses to the forefront of AI-driven innovation...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- UI/UX Design
- Show more
- Location
- Austin, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $225/hr
- Minimal Budget
- $50,000 & Up
Songue PR is a global public relations firm shaping stories for every stage of growth. We specialize in partnering with clients to drive business strategy and goals through creative communications and local, national, and international publicity. We deliver transformative PR for businesses of all sizes, from...
Top Services:
- AI Development
- Business Consulting
- Content Marketing
- Digital Marketing
- Social Media Marketing
- Show more
- Location
- San Francisco, California
- Number of Employees
- Under 49
- Minimal Budget
- $10,000 - $25,000
Security that sees threats coming powered by AI-driven intelligence and expert-led operations designed to detect, understand, and stop risks before they impact your business. Always ahead of emerging threats, built on advanced AI capabilities, and fully prepared to meet compliance requirements, we help you...
Top Services:
- AI Development
- Cybersecurity
- IT Compliance Solution
- Big Data Analytics
- Cloud Consulting
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $10,000 - $25,000
We build AI-powered marketing automations that help service businesses convert more leads and save 10+ hours weekly on manual tasks...
Top Services:
- AI Development
- Web Design
- SEO
- CRM Consulting
- Web Development
- Show more
- Location
- Albany, New York
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
AI Marketing Agency That Combines Strategy with AI-Assisted Execution to Drive Growth. Our fractional marketing consulting combines CMO-level strategy with hands-on execution. We act as your internal marketing leader, using AI to optimize your campaigns and build pipeline...
Top Services:
- AI Development
- Content Marketing
- Social Media Marketing
- Digital Marketing
- SEO
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- Location
- Keller, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $80/hr
- Minimal Budget
- $1,000 - $10,000
Tensorsoft is an AI-first software development company helping growing businesses build scalable, intelligent, and future-ready digital solutions. We specialize in designing and developing custom software, mobile applications, and AI-powered platforms that solve real business problems and accelerate growth...
Top Services:
- AI Development
- Software Development
- Blockchain
- IoT
- Mobile App Development
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $50,000 & Up
Forrof is an AI first product and systems studio that partners with startups and growth-stage companies to build scalable software, intelligent platforms, and AI-powered business systems that drive growth and efficiency...
Top Services:
- AI Development
- Software Development
- Social Media Marketing
- Branding
- UI/UX Design
- Show more
- Location
- Amityville, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $45/hr
Augusto Digital is an AI consulting firm that turns ambition into action. Since 2016, we've helped healthcare systems, manufacturers, and growth-stage companies implement AI that delivers measurable results, not just strategy documents. We build, deploy, and stay accountable to outcomes...
Top Services:
- AI Development
- UI/UX Design
- Software Development
- Web Development
- Mobile App Development
- Show more
- Location
- Grand Rapids, Michigan
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $1,000 - $10,000
KEYSYS is a Birmingham-based AI and software engineering firm that builds production-grade systems for established businesses. Founded in 2007, we design and deliver custom software, AI systems, data platforms, and integrations that operate directly within core business workflows. Our engineers focus on...
Top Services:
- AI Development
- Software Development
- Cloud Consulting
- Big Data Analytics
- DevOps Consulting
- Show more
- Location
- Vestavia Hills, Alabama
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Dextra Labs is a specialist AI Consulting and AI advisory firm (technical due diligence) serving enterprises, tech startups, SMEs for AI led services & Venture Capitalists (VCs), PE firms, M&A Teams, Strategic Investors, Deal aggregators, looking for wise Investment decisions. We serve in Singapore, USA...
Top Services:
- AI Development
- Software Development
- DevOps Consulting
- Business Consulting
- IT Services
- Show more
- Location
- Houston, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
Smooth U Biz turns time-consuming business workflows into secure AI-enabled software. We build customer management platforms, internal knowledge bases, AI customer service, document automation and marketing workflows for insurance, education and other growing businesses. Each engagement starts with one...
Top Services:
- AI Development
- Software Development
- Web Development
- Digital Strategy
- CRM Consulting
- Show more
- Location
- Pearland, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $69/hr
- Minimal Budget
- Under $1,000
AI and business automation from Fayetteville, GA. Describe the tools you need, and Claude builds and runs them for Atlanta metro service businesses...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Business Consulting
- CRM Consulting
- Show more
- Location
- Boca Raton, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $250/hr
- Minimal Budget
- $1,000 - $10,000
Most companies want the power of AI without handing their data to someone else. That's where we come in. At LLM.co, we build private language models that run on your own server or private cloud, trained on your knowledge base and shaped around how your team actually works. Think AI assistants, smart document...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- UI/UX Design
- ERP Consulting
- Show more
- Location
- Seattle, Washington
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
SightsAI creates AI-augmented workflows for marketing, sales, content generation and decision-making. We automate campaign and content processes, support prospect research and sales follow-up, and turn data into evidence summaries and scenario comparisons for human decisions. From scoping and planning to...
Top Services:
- AI Development
- Content Marketing
- Software Development
- Digital Marketing
- Social Media Marketing
- Show more
- Location
- Santa Monica, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $220/hr
UClaim Solutions helps service businesses put AI and automation to work. We diagnose operational bottlenecks, connect existing tools, and build custom systems for customer communication, follow-up, and day-to-day workflows...
Top Services:
- AI Development
- Software Development
- CRM Consulting
- Business Consulting
- Web Development
- Show more
- Location
- Spring, Texas
- Number of Employees
- Under 49
Invonto is an award-winning digital transformation partner for America’s top brands. We build innovative digital solutions that deliver digital success and revenue growth for our clients. Our team has ten years of experience in mobile and web application development...
Top Services:
- Mobile App Development
- AI Development
- VR/AR
- IoT
- Software Development
- Show more
- Location
- Bridgewater, New Jersey
- Number of Employees
- Under 49
- Portfolios Count
- 3 Projects Listed
Dreamcraft specializes in developing top-tier, comprehensive solutions for both mobile and web platforms, elevating your business and propelling it to new heights with unparalleled quality...
Top Services:
- Mobile App Development
- Software Development
- Product Design
- Branding
- UI/UX Design
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $45/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Mh Technologies Builds high-performance mobile apps and web solutions using React, Php, Node, Flutter, React Native and native IOS/Android. Based in Westchester, PA. we`ve delivered 50+ Apps for startups and enterprises across the USA, Canada and UK in 10+ years, on time, on budget clean and scalable code...
Top Services:
- Digital Services
- Video Production
- Design Services
- Web Design
- Web Development
- Show more
- Location
- West Chester, Pennsylvania
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $80/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
KitelyTech is a full service technology consulting, design & development firm with offices in downtown Chicago, New York City, Atlanta, Detroit, Austin, Charlotte, Phoenix, and Miami...
Top Services:
- Web Design
- Mobile App Development
- Digital Services
- UI/UX Design
- Graphic Design
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- 50 - 99
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
We at PowerPhrase Web Design Services provide performance testing, responsive web design services aimed at crafting websites that will remain aesthetically pleasing & user-friendly, regardless of the platform being used...
Top Services:
- Web Design
- WordPress Website Design
- Software Testing
- Software Development
- AI Development
- Show more
- Location
- Santa Ana, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Las Vegas-based NV Software Developers craft bespoke software solutions that empower businesses of every scale to thrive. With a proven track record of delivering over 1,000 projects for globally renowned brands, we combine innovation and precision to develop custom software that aligns seamlessly with your...
Top Services:
- Software Development
- IoT
- Blockchain
- Mobile App Development
- AI Development
- Show more
- Location
- Las Vegas, Nevada
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 1 Project Listed
IntentSignal is a cold email agency for B2B SaaS companies ($3M-$200M revenue). Campaigns target companies showing active buying signals. In June 2026, IntentSignal clients averaged 30 booked meetings per month. Engagements are retainer-based, with hybrid options. IntentSignal also runs B2B Meta ads...
Top Services:
- Email Marketing
- AI Development
- Social Media Marketing
- Media Buying
- Advertising
- Show more
- Location
- Sheridan, Wyoming
- Number of Employees
- Under 49
- Average Hourly Rate
- $250/hr
- Minimal Budget
- $1,000 - $10,000
OneChair.dev is an AI-orchestrated software development company that uses its proprietary system OneSpark to deploy 85+ specialized AI agents in parallel, delivering custom enterprise-grade software up to 97% faster than traditional agencies. Think full scalable software delivered in 33 working hours, at a...
Top Services:
- Software Development
- AI Development
- Mobile App Development
- Staff Augmentation
- IT Services
- Show more
- Location
- Daytona Beach, Florida
- Number of Employees
- Under 49
- Minimal Budget
- $10,000 - $25,000
Armia Systems, Inc, a Chicago-based agency with a captive development center in South India, specializes in IoT, web, and mobile development. Our tailored solutions for startups and growth stage companies focus on real-world problems, ensuring measurable RoI. With a wide array of expertise in PHP, Angular...
Top Services:
- Mobile App Development
- Web Design
- Software Development
- Wearables
- IoT
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 5 Projects Listed
LaV1 is a Los Angeles-based SEO and digital marketing agency helping local businesses grow through expert SEO, web design, Google Ads, and social media strategies...
Top Services:
- SEO
- Digital Marketing
- Web Design
- PPC
- Web Development
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
Iomico is a trusted full-cycle IoT engineering company with development centers in the EU and Latin America and offices in the US...
Top Services:
- Product Design
- Software Development
- AI Development
- IoT
- Show more
- Location
- Sunnyvale, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 3 Projects Listed
Pyxl is a digital agency that unites marketing, sales, and customer success to drive growth through data-backed strategies and AI-powered insights. With over 18 years of experience, we go beyond the typical agency model by blending strategy with execution, creating breakthrough content, authentic connections...
Top Services:
- Digital Marketing
- Digital Services
- AI Development
- Branding
- UI/UX Design
- Show more
- Location
- Nashville, Tennessee
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $160/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project Listed
ASK 2 PRO delivers expert virtual assistant services nationwide, helping businesses streamline tasks, boost efficiency, and expand their network. From admin to communication, we handle the details so you can focus on growth and success...
Top Services:
- Web Development
- Digital Marketing
- AI Development
- HR Outsourcing
- Customer Support
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $7/hr
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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