Discover top generative AI companies in the United States that build cutting-edge large language models, multimedia generation tools, and enterprise AI platforms to power innovation, automate workflows, and unlock new revenue streams.

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 × Generative AI × Manufacturing ×Clear Filters
  • Hugo

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    World-Class Outsourced Teams Operating 24/7 Globally, in 60+ Languages

    Hugo's AI development centers on LLM training, generative AI fine-tuning, NLP annotation, and computer vision labeling. With 240M+ LLM prompts answered and 200M+ images annotated, it boasts of 98.9% accuracy across its solutions. Clients include ByteDance, Google, and Meta...

    Top Services:

    • Customer Support
    • Call Centers
    • BPO
    • Phone Answering Services
    • Transcription Services
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $10/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    8 Projects Listed

    Hugo Services

    • Customer Support
    • Call Centers
    • BPO
    • Phone Answering Services
    • Transcription Services
    • Translation Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Google
    • Meta
    • Outschool
    • Topicals
    • Attentive
    • Faire
    • Sakara
    • Aurora
    Data sourced from the agency's DesignRush profile

    Hugo Reviews & Testimonials

    • Greg Digneo
      Greg Digneo founder at content guppy
      5.0★

      B2B Review from Greg Digneo

      Best decision we made last year was partnering with this CX team for our customer support, billing, and sales assistance. We were drowning in client emails and chasing invoices late at night instead of focusing on SEO strategy. Results have been incredible: client response times dropped from hours to under an hour, payment collection improved 60%, landing page conversions up 28%, and client retention increased 35%. They integrated seamlessly with our systems and scaled with us as we grew. Now we have more time to focus on delivering SEO results instead of being stuck in support tickets all day. If you're an agency juggling client support with campaign management, this team is a game-changer.

    • Nimmit Shah
      Nimmit Shah Owner at Pi Asset Management Ltd
      5.0★

      BPO Review from Nimmit Shah

      Collaborating with Hugo elevated our property management firm's performance. Their support solutions slashed response times by 40% and boosted tenant satisfaction by 30%. Hugo's seamless integration proved instrumental in propelling our business forward, setting new benchmarks in operational excellence.

    • Jambu Subramanian
      Jambu Subramanian Senior Manager of Operations at Kasha Global
      5.0★

      Customer Support Review from Jambu Subramanian

      Their team quickly integrated into our workflow, demonstrating a deep understanding of our business needs. We were impressed by their professionalism and the ease with which they handled complex customer inquiries. Hugo's technical support team showed exceptional problem-solving skills, significantly reducing resolution times for order issues.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • SCALO

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    Software Development / AI & Technology Consulting / Dedicated Developers

    Scalo is a software and AI development company based in Poland. We build custom software and help companies adopt AI through consulting and dedicated AI engineering teams. Client reviews point to one thing: dependable delivery, backed by almost 20 years in the market and 750+ completed projects...

    Top Services:

    • Software Development
    • Staff Augmentation
    • Software Testing
    • IT Services
    • UI/UX Design
    • Show more
    Location
    Austin, Texas
    Number of Employees
    500 - 999
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    7 Projects Listed

    SCALO Services

    • Software Development
    • Staff Augmentation
    • Software Testing
    • IT Services
    • UI/UX Design
    • Mobile App Development
    • AI Development
    • Big Data Analytics
    • Managed Services
    • DevOps Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Asseco
    • ING
    • Change Donations
    • BNP Paribas
    • Onet
    • Santander
    • Volvo
    • Crif
    • Bitpanda
    • Vodeno
    Data sourced from the agency's DesignRush profile

    SCALO Reviews & Testimonials

    • Artur Bukowski
      Artur Bukowski IT Director at CRIF
      5.0★

      Software Development Review from Artur Bukowski

      The collaboration with Scalo is quite valuable to us. They enhance our development capabilities. Most of the people from Scalo have been working with us for a long time, which indicates that we’re satisfied with the collaboration.

    • Katarzyna Wieczorek
      Katarzyna Wieczorek Recruitment Manager at HRS
      5.0★

      Staff Augmentation Review from Katarzyna Wieczorek

      We know that Scalo is a good partner for companies which want to scale up their software development teams fast. They got great understanding of business needs, deliver experienced specialists, and know-how to build IT team in no time.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Yalantis

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    Full-cycle tech partner with deep expertise in IoT

    We deliver cutting-edge, scalable, and fully functional IoT hardware and software products and ecosystems that help clients achieve their specific objectives...

    Top Services:

    • IoT
    • Software Development
    • Mobile App Development
    • AI Development
    • Big Data Analytics
    • Show more
    Location
    California City, California
    Number of Employees
    250 - 499
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    24 Projects Listed

    Yalantis Services

    • IoT
    • Software Development
    • Mobile App Development
    • AI Development
    • Big Data Analytics
    • IT Services
    • Cybersecurity
    • Staff Augmentation
    • Cloud Consulting
    • UI/UX Design
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • RAKwireless
    • Toyota Tsusho
    • KPMG
    • Healthfully
    • Orbis Systems
    • Lifeworks
    • Scholz Databank
    • 123 Sourcing
    • Truhoo
    Data sourced from the agency's DesignRush profile

    Yalantis Reviews & Testimonials

    • Sergei Lishchenko
      Sergei Lishchenko Director of Digital Experience and Innovation at Orbis System
      5.0★

      Fintech Review from Sergei Lishchenko

      The exception team the client collaborated with brought in fresh ideas and innovative technologies previously unfamiliar to the client. For example, with Yalantis' guidance, the client's developers explore the Go language. The primary reason the client chose Yalantis is its strong organizational and project management skills. It's not just about the developers; Yalantis provides a comprehensive support framework, ensuring that a project manager is consistently present. (Verified via email)

    • Jason Jung
      Jason Jung Senior engineering manager at Zillow
      5.0★

      Software Development Review from Jason Jung

      Yalantis functions as an integral scrum team, supporting the development teams of a real estate firm. It created renovation project management tools that encompass a web app, a mobile app, and a backend system. Thanks to Yalantis, the client expanded development capabilities and achieved key short-term goals. Its quick integration was pivotal in launching various projects. Beyond delivering top-notch work, Yalantis emphasizes a culture that prioritizes the customer's needs. (Verified via email)

    • Roy D
      Roy D Partner at RAKwireless
      5.0★

      Outsourcing Review from Roy D

      An IoT manufacturer teamed up with Yalantis to craft an application, enabling users to manage their devices more efficiently. Utilizing Node.js and basing the architecture on Circulus, Yalantis delivered commendable outcomes. It is responsive to any development challenges, offering swift resolutions. The client appreciates Yalantis' proactive stance, impressive technical expertise, and practical solution suggestions. (Verified via email)

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • GeekyAnts

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    AI Digital Product Engineering & Consulting Firm

    GeekyAnts runs a diagnosis-before-build model using its proprietary DARE framework to identify the most profitable AI use case for its clients. Capabilities span agentic AI, RAG pipelines, ML model development, and LLM orchestration. Since 2006, it has shipped 1,000+ projects into production...

    Top Services:

    • Mobile App Development
    • Web Development
    • Web Design
    • eCommerce Development
    • UI/UX Design
    • Show more
    Location
    San Francisco, California
    Number of Employees
    500 - 999
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    36 Projects Listed

    GeekyAnts Services

    • Mobile App Development
    • Web Development
    • Web Design
    • eCommerce Development
    • UI/UX Design
    • Software Development
    • Product Design
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Google
    • Liviit
    • Siveco Romania
    • Endlink
    • Scroll News
    • Clean Label
    • Cloud9
    • PubSquad
    • Sinam LLC
    • PopSmartKids Inc.
    Data sourced from the agency's DesignRush profile

    GeekyAnts Reviews & Testimonials

    • Mathias Willburger
      Mathias Willburger CEO at Millimetrika
      5.0★

      Web Development Review from Mathias Willburger

      The final product optimized the company's process as expected and has been well received by users. The company appreciated how well the Geeky Ants communicated, always punctual for meetings, and responsive to inquiries despite being in different timezones.

    • suresh
      suresh Review from Google
      1.0★

      suresh's Review Sourced from Google

      Candidates should carefully evaluate whether to participate in this interview process. Based on my experience, it seems the interviews are being conducted primarily for showcase purposes rather than actual hiring, leading to a significant waste of candidates' time, preparation, and effort.

    • Deekshu Gunaga
      Deekshu Gunaga Review from Google
      1.0★

      Deekshu Gunaga's Review Sourced from Google

      Very poor hiring management experience at GeekyAnts. After scheduling the interview and making candidates wait for one week, the hiring team only said the application was “on hold” and mentioned there may be an update next month. After that, there was no response or communication at all. Candidates deserve proper updates and professional handling instead of being ignored. It was worst experience

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Sketch Development Services

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    Build it. Run it. Own it.

    Sketch Development specializes in human-centric, outcome-driven AI solutions backed by 11 years of experience. Its services include compliant AI development, AI infusion, adoption consulting, feasibility assessment, and AI-powered development and modernization. Clients include US Bank and Purina...

    Top Services:

    • Software Development
    • Cloud Consulting
    • UI/UX Design
    • eCommerce Development
    • DevOps Consulting
    • Show more
    Location
    St. Louis, Missouri
    Number of Employees
    Under 49
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    8 Projects Listed

    Sketch Development Services Services

    • Software Development
    • Cloud Consulting
    • UI/UX Design
    • eCommerce Development
    • DevOps Consulting
    • Staff Augmentation
    • AI Development
    • Software Testing
    • IT Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • U.S. Bank
    • Centene Corporation
    • Maritz
    • Change Healthcare
    • Stifel
    • Reinsurance Group of America (RGA)
    • bioMerieux
    • CareSource
    • CENTEGIX
    • Purina
    Data sourced from the agency's DesignRush profile

    Sketch Development Services Reviews & Testimonials

    • Monica
      Monica Review from Google
      5.0★

      Monica's Review Sourced from Google

      Amazing and talented people. I’ve worked for both client and agency side and can can say their partnership is amazing. They truly care about ongoing operations and not just ending it at a project level. Highly recommend! Message me if you want specifics.

    • John Andesilich
      John Andesilich Review from Google
      5.0★

      John Andesilich's Review Sourced from Google

      I own a marketing firm in Troy MO and I recently met with Calvin at Sketch Development Services to discuss a software development project I have been thinking about pursuing. He was very nice, easy to speak to and even though his field is a bit out of my knowledge base, he was able to explain things in a way that made perfect sense. I look forward to working with him and his team in the future and recommend anyone looking for a software or app development company to give them a try.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Phenomenon Studio

    VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.

    We take brands, websites, and products to the next level.

    Phenomenon Studio is a boutique product design and development agency founded in 2019. We work with teams who've outgrown what they've built from venture-backed startups to established market leaders and own the work end to end: strategy, design, development, and post-launch...

    Top Services:

    • UI/UX Design
    • Web Design
    • Software Development
    • AI Development
    • Web Development
    • Show more
    Location
    Dover, Delaware
    Number of Employees
    50 - 99
    Portfolios Count
    136 Projects Listed

    Phenomenon Studio Services

    • UI/UX Design
    • Web Design
    • Software Development
    • AI Development
    • Web Development
    • WordPress Website Design
    • Branding
    • Mobile App Development
    • IoT
    • Software Testing
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Wisdom
    • iolo/RealDefense
    • Artisan
    • Polyform
    • Isora GRC
    • Qurtuba Online
    • OneText
    • Hormn
    • Airportr
    • Assetario
    Data sourced from the agency's DesignRush profile

    Phenomenon Studio Reviews & Testimonials

    • Jeffery Kienholz
      Jeffery Kienholz VP of Technology Operations at Edmentum
      5.0★

      Web Development Review from Jeffery Kienholz

      Phenomenon Studio was brought on board to revamp our existing web app. What was once a simple online study tool is now a cutting edge, AI-powered learning platform. The team introduced personalized learning experiences, intelligent progress tracking, and interactive features all designed to adapt to each students individual needs and boost engagement.

    • Lorenz Maresca
      Lorenz Maresca Research Analyst at Point72
      5.0★

      Mobile App Development Review from Lorenz Maresca

      Phenomenon Studio excels in designing and maintaining our app with aseamless, user-friendly interface. Their proactive approach, creative input, andtechnical expertise ensure a reliable and professional experience for our clients. They consistently deliver on time, enhance functionality, and demonstrate a deepunderstanding of fintech user needs.

    • Eileen Daunt
      Eileen Daunt Head of School at Bayview Glen
      5.0★

      Web Development Review from Eileen Daunt

      The team produced a user-friendly and aesthetically pleasing platform, increasing inquiries and requests for information. Phenomenon Studio's work received positive feedback from stakeholders and they also provide excellent project management.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Unico Connect

    VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.

    Your AI-Native Technology Partner

    Backed by 12+ years of experience, Unico Connect offers expertise in AI agents, RAG pipelines, LLM integrations, and conversational interfaces across web, WhatsApp, and voice channels. Using an AI-native development approach, it accelerates development time for the 350+ projects it has delivered...

    Top Services:

    • AI Development
    • Mobile App Development
    • Software Development
    • Web Development
    • Staff Augmentation
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    50 - 99
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    14 Projects Listed

    Unico Connect Services

    • AI Development
    • Mobile App Development
    • Software Development
    • Web Development
    • Staff Augmentation
    • DevOps Consulting
    • Big Data Analytics
    • Cloud Consulting
    • UI/UX Design
    • Web Design
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Highlands Charter School
    • AO Foundation
    • abc carpet & home
    • StayVista
    • Deep Meditate
    • FranchiseLab
    • Futwork
    • Alt Codes
    • Ecomm Pulse
    • Worxogo
    Data sourced from the agency's DesignRush profile

    Unico Connect Reviews & Testimonials

    • Jacques Antikadjian
      Jacques Antikadjian Founder at PLCY, Inc.
      5.0★

      Software Development Review from Jacques Antikadjian

      Unico Connect has been an exceptional development partner in helping us build PLCY, our AI governance and runtime policy-enforcement platform. From the beginning, their team took the time to understand not only what we wanted to build, but also the security architecture, governance requirements, workflows, and enterprise use cases behind the product. What impressed me most was their ability to take our security designs and technical workflows and translate them into a functional, scalable platform. PLCY requires much more than traditional software development it involves AI governance, policy enforcement, data protection, model and regional routing, auditability, and enterprise-grade security controls. UnicoConnect approached these requirements thoughtfully and worked closely with us to turn complex concepts into a real product. Their team has been responsive, collaborative, technically capable, and willing to work through difficult architectural and product challenges with us. They have treated the engagement like a true partnership rather than simply a development project. As a founder, it is extremely valuable to have a technology partner that understands the vision while also being able to execute on the details. Unico Connect has played an important role in helping bring PLCY from architecture and security designs into a working AI governance platform. I would highly recommend UnicoConnect to companies building sophisticated SaaS, AI, security, or enterprise software products.

    • Daniel Gonsenhauser
      Daniel Gonsenhauser CEO at Atripco Delivery Service
      5.0★

      Software Development Review from Daniel Gonsenhauser

      Unico built our Order Management System across two operating companies and integrated it with Bringg for dispatch. The hard part wasn't the software, it was the business logic we run on-demand, multi-stop, scheduled contract, and distribution work across multiple markets, and the pricing exceptions that used to live in our people's heads are now configured in the system. Order intake, dispatch, commissions and billing are one flow instead of three, and our team reviews work rather than reconstructing it. What set Unico apart was their willingness to learn how a courier and freight business actually operates instead of fitting us to a template. We worked with a dedicated team on the Unico side - a project lead, developers, and QA with direct access throughout rather than everything routed through an account manager. We've engaged them for phase two.

    • Shifa Sutar
      Shifa Sutar Marketing at Blix
      4.5★

      Web Development Review from Shifa Sutar

      We had a great experience working with Unico team for our Google Workspace migration and account setup. The entire process was smooth and well-managed. The team was extremely supportive, responsive, and guided us at every step, making what could have been a complex transition feel effortless. Highly recommend their services.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • KrishaWeb

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    Transforming Digital Experiences

    KrishaWeb is a full-service digital agency building web, software, AI, and marketing solutions since 2008. From custom websites and eCommerce to AI development, vibe coding, and white-label services, we help businesses worldwide build, modernize, and scale...

    Top Services:

    • Web Design
    • Web Development
    • eCommerce Development
    • Digital Marketing
    • WordPress Website Design
    • Show more
    Location
    Loveland, Colorado
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    20 Projects Listed

    KrishaWeb Services

    • Web Design
    • Web Development
    • eCommerce Development
    • Digital Marketing
    • WordPress Website Design
    • Mobile App Development
    • Software Development
    • AI Development
    • Staff Augmentation
    • Design Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • AY&J Solicitors
    • CERAGEM
    • EMAAR
    • WHO (World Health Organization)
    • HP
    • GharPedia
    • Panda Kitchen and Bath
    • New Maxico State University
    • The Pennsylvania State University
    • Duke University
    Data sourced from the agency's DesignRush profile

    KrishaWeb Reviews & Testimonials

    • Charnita Mack
      Charnita Mack Undisclosed at Undisclosed
      4.0★

      Web Development Review from Charnita Mack

      Charnita Mack commends KrishaWeb for its efficient work, promptly completing the project with little to no issues. (Source: 3rd Party Review Platform)

    • Marinus Atanga
      Marinus Atanga President at Ennovative Solutions Inc
      5.0★

      UI/UX Design Review from Marinus Atanga

      Sanjay was the Project Manager. The agency was proactive during and after the project, offering necessary support and assistance. The project was finalized within the set budget and timeframe, and it operated as anticipated. (Verified via email)

    • Lukasz Zelezny SEO Expert
      Lukasz Zelezny SEO Expert Founder at SEO.London
      5.0★

      Web Design Review from Lukasz Zelezny SEO Expert

      I recently had the pleasure of working with KrishaWeb to design a WordPress-based website for my business, and I am thrilled to share my experience. From start to finish, KrishaWeb exceeded all of my expectations and delivered a phenomenal final product that has left me beyond satisfied. The talent, dedication, and expertise of the team at KrishaWeb are unparalleled, and I wholeheartedly recommend them to anyone looking to create an exceptional online presence.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Accelerating Software Development - Building Offshore Software Development Centers

    Saigon Technology delivers AI systems spanning LLM applications, RAG, computer vision, MLOps, and agentic workflows. With 850+ projects delivered since 2012, the AI development company serves clients across healthcare, fintech, and enterprise sectors, including Abbott, Panasonic, and Topicus...

    Top Services:

    • Software Development
    • Staff Augmentation
    • AI Development
    • Web Development
    • Mobile App Development
    • Show more
    Location
    Reston, Virginia
    Number of Employees
    500 - 999
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    51 Projects Listed
  • Adastra

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    AI First. Data, Analytics and Cloud, Always.

    Adastra Corporation helps organizations lead with AI responsibly, strategically, and at scale. For over 25 years, it has empowered global enterprises to unlock business value through data-driven innovation, operational excellence, and smarter customer engagement...

    Top Services:

    • AI Development
    • Cloud Consulting
    • IT Services
    • Managed Services
    • Big Data Analytics
    • Show more
    Location
    Austin, Texas
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    5 Projects Listed

    Adastra Services

    • AI Development
    • Cloud Consulting
    • IT Services
    • Managed Services
    • Big Data Analytics
    • CRM Consulting
    • IoT
    • DevOps Consulting
    • Business Consulting
    • Staff Augmentation
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Magna
    • Husky
    • Toyota
    • Astra Zeneca
    • GSK
    • Giant Tiger
    • Heritage Grocers Group
    • Skylight Health
    • CBI Health
    • Tehanu
    Data sourced from the agency's DesignRush profile

    Adastra Reviews & Testimonials

    • DESMOND AGADA
      DESMOND AGADA Review from Google
      1.0★

      DESMOND AGADA's Review Sourced from Google

      Scam alarm 🚨 Fake joke offers , sending out electronic cheque to extort money from innocent victimsThey literally ask you to resign from your current job to make there scam legit. Don’t fall for it, stay away

    • sravan kumar
      sravan kumar Review from Google
      1.0★

      sravan kumar's Review Sourced from Google

      Never go forward with this recruiting company they just take candidates for grantedThey had me interviewed for three rounds even the client was satisfied and said that he will go forward with me but later I recieved a mail saying some internal candidate was hired I was ok even with thatA few days later they approached me for another client the same thing happened the client was ok with me and sent a positive feedbackLater the same mail saying that some internal candidate was hiredI just don’t understand the concept of taking these pointless interviews of meIf they were to hire some one internally

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Your AI-powered Engineering Partner

    Instinctools is a leading AI and digital product engineering company with 25+ years of experience. Their services include AI-driven custom software development, advanced data analytics, and digital product engineering. Specializing in end-to-end AI integration, they help businesses harness the powe...

    Top Services:

    • Software Development
    • Web Development
    • Mobile App Development
    • Big Data Analytics
    • eCommerce Development
    • Show more
    Location
    Potomac, Maryland
    Number of Employees
    250 - 499
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    69 Projects Listed
  • Engineering Intelligent Solutions Through Design and Code - Web, Mobile AI, Blockchain

    Leading AI development company Sapient transforms complex data into growth engines through AI document, image, and voice automation solutions that use LLM chains, RAG pipelines, computer vision, and predictive analytics. Since 2017, it has launched 200+ projects for clients like Mwater and Contentoo...

    Top Services:

    • AI Development
    • eCommerce Development
    • Mobile App Development
    • Web Design
    • Web Development
    • Show more
    Location
    New York City, New York
    Number of Employees
    100 - 249
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    20 Projects Listed
  • Complex Systems Implementation

    Chudovo: A nearshore software development leader with offices in Cologne, Kyiv, NY, Tallinn, and London. Specializing in healthcare, finance, and more. Innovative, domain-focused solutions...

    Top Services:

    • Software Development
    • IT Services
    • eCommerce Development
    • AI Development
    • Mobile App Development
    • Show more
    Location
    New York City, New York
    Number of Employees
    100 - 249
    Portfolios Count
    98 Projects Listed
  • Your Product Engineering & Gen AI Partner

    Simform is a premier AI-native digital engineering company specializing in Product Engineering, Agentic AI, Data, Cloud and Enterprise Transformation. We help enterprises and high-growth ISVs build sophisticated AI-integrated digital solutions and scalable platforms...

    Top Services:

    • Software Development
    • Cloud Consulting
    • AI Development
    • Big Data Analytics
    • DevOps Consulting
    • Show more
    Location
    Orlando, Florida
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    8 Projects Listed
  • Lionwood.software

    VerifiedVerified by the DesignRush team for authenticity and credibility.
    Find the perfect solution

    Lionwood.software is a software development company founded in 2017 that builds digital products through long-term, collaborative partnerships with organizations across Europe and North America. The company combines strong engineering expertise with a human-centered approach focused on transparency,...

    Top Services:

    • Software Development
    • Mobile App Development
    • Web Development
    • Blockchain
    • Staff Augmentation
    • Show more
    Location
    Newark, Delaware
    Number of Employees
    50 - 99
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    19 Projects Listed
  • Infograins Software Solutions, Innovate, Automate, Dominate

    Infograins Software Solutions Pvt. Ltd., established in 2013 by Ajay and Vipin Shukla, delivers innovative IT services, including blockchain solutions, mobile app development, custom software development, staff augmentation, and AI integration. Our dedicated team provides goal-oriented solutions...

    Top Services:

    • Mobile App Development
    • Staff Augmentation
    • Blockchain
    • Software Development
    • AI Development
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    4 Projects Listed
  • Bytes Technolab Inc.

    VerifiedVerified by the DesignRush team for authenticity and credibility.
    Delivering Digital Excellence

    Bytes Technolab helps founders turn ideas into market-ready products and helps growing businesses modernize legacy systems and automate operations with AI...

    Top Services:

    • AI Development
    • Web Development
    • Mobile App Development
    • Software Development
    • Web Design
    • Show more
    Location
    Tomball, Texas
    Number of Employees
    100 - 249
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    12 Projects Listed
  • Understand your customers. Design & build better technology.

    We're a digital experience agency with a fierce commitment to keeping people at the center of our work...

    Top Services:

    • UI/UX Design
    • Product Design
    • Digital Services
    • Digital Strategy
    • Business Consulting
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    Under 49
    Average Hourly Rate
    $200/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    8 Projects Listed
  • AI-Native, Business-Ready Development Services. Engineered to Scale

    At Mobcoder AI, certified engineers and data scientists help you identify high-ROI AI use cases and operationalize them at scale. With 150+ deployments, CMMI Level 3 certification and 12+ years of experience, we build AI solutions governed by design and model-agnostic frameworks...

    Top Services:

    • Mobile App Development
    • AI Development
    • Software Development
    • Web Development
    • VR/AR
    • Show more
    Location
    Seattle, Washington
    Number of Employees
    100 - 249
    Average Hourly Rate
    $55/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    14 Projects Listed
  • Strategic Technology Partner for Custom Software & Mobile Development

    Techstack is a strategic technology partner with 10+ years of expertise in mobile and custom software development. We build, scale, and evolve high-quality digital products through strong engineering culture, transparency, and long-term growth focus...

    Top Services:

    • Mobile App Development
    • Web Development
    • Software Development
    • Web Design
    • AI Development
    • Show more
    Location
    Dover, Delaware
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    24 Projects Listed
  • FUELING DISRUPTION

    With 23+ years of engineering experience, EffectiveSoft creates product-centric, industry-focused agentic AI systems, generative AI products, NLP solutions, computer vision, and AI-assisted legacy modernization. Trusted by Nissin and Maersk Broker, it specializes in healthcare, finance, and SaaS brands...

    Top Services:

    • Software Development
    • Mobile App Development
    • Big Data Analytics
    • AI Development
    • ERP Consulting
    • Show more
    Location
    San Diego, California
    Number of Employees
    250 - 499
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    29 Projects Listed
  • We support businesses in managing their growth with tech solutions.

    Exposit is a technology provider that specializes in crafting solutions for Web, Mobile, and Enterprise software. Our comprehensive range of services covers every stage, starting from the initial, all the way to its successful launch and scalable implementation, so our clients expand their business...

    Top Services:

    • AI Development
    • IT Services
    Location
    Wilmington, Delaware
    Number of Employees
    100 - 249
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    20 Projects Listed
  • Transforming Businesses with AI, Analytics, and Intelligent Automation

    Kanerika Inc. is a global IT consulting firm specializing in AI, analytics, data modernization, and automation. We help businesses of all sizes streamline operations and drive digital transformation...

    Top Services:

    • AI Development
    • Big Data Analytics
    • IT Services
    • Managed Services
    • Software Development
    • Show more
    Location
    Austin, Texas
    Number of Employees
    250 - 499
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
  • Making functional and user friendly software's for humans

    Mobirevo is a Leading custom software development agency focused on web, mobile app development & saas application development, Enterprise resource planning, and management software (ERP software development). We are a team of incredible Design & Agile software development experts in all major technology...

    Top Services:

    • Web Design
    • UI/UX Design
    • Web Development
    • Wearables
    • Software Development
    • Show more
    Location
    North Miami Beach, Florida
    Number of Employees
    Under 49
    Average Hourly Rate
    $200/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    2 Projects Listed
  • Driving Project Success No Matter What

    ScienceSoft USA Corporation, doing business as ScienceSoft, is an AI transformation and software development company with more than 36 years of experience. The company has strong expertise in the healthcare, insurance, and investment sectors...

    Top Services:

    • Software Development
    • Mobile App Development
    • Cloud Consulting
    • Managed Services
    • Wearables
    • Show more
    Location
    McKinney, Texas
    Number of Employees
    500 - 999
    Average Hourly Rate
    $50/hr
    Portfolios Count
    11 Projects Listed
  • We are reliable, creative and competent.

    KeySS Inc offers tailored services and solutions crafted to help your business distinguish itself in a competitive market landscape and attain its objectives effectively. With our expertise and personalized approach, we strive to empower your brand to make a lasting impact and achieve sustained success...

    Top Services:

    • Web Development
    • Software Development
    • Mobile App Development
    • eCommerce Development
    • Big Data Analytics
    • Show more
    Location
    Austin, Texas
    Number of Employees
    Under 49
    Average Hourly Rate
    $95/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    3 Projects Listed
  • The MENA SEO & AI Search Agency That Drives Growth

    VOCTOS is an SEO and AI search (GEO) agency built for Arabic and English markets across the MENA region. We rank brands on Google and get them named inside ChatGPT, Google AI Overviews, Perplexity and Gemini. Google Premier Partner, 500+ projects across 22+ countries...

    Top Services:

    • SEO
    • Digital Marketing
    • PPC
    • Social Media Marketing
    • Content Marketing
    • Show more
    Location
    Middletown, Delaware
    Number of Employees
    Under 49
    Average Hourly Rate
    $37/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    5 Projects Listed
  • Empowering Businesses with Custom App and Software Solutions

    iQlance is a leading web &mobile app development company with a strong presence in Dallas, USA. With extensive experience in crafting and deploying innovative mobile applications and software, we focus on creating customer-centric product designs that deliver seamless user experience...

    Top Services:

    • Mobile App Development
    • Software Development
    • AI Development
    • Web Development
    • SEO
    • Show more
    Location
    Dallas, Texas
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    21 Projects Listed
  • We build AI-native solutions and use AI to build software better, faster, smarter.

    Your AI and Data transformation partner.We help you unlock AIs value through the power of your data...

    Top Services:

    • AI Development
    • Staff Augmentation
    • Software Development
    • Big Data Analytics
    • Software Testing
    • Show more
    Location
    Atlanta, Georgia
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    11 Projects Listed
  • AI Native Software and Mobile App Development Company

    VT Netzwelt builds AI solutions, mobile apps, ecommerce platforms, and custom software. Since 2013, we've delivered 700+ projects for 270+ clients across mobility, healthcare, and industrial IoT. Book a free consultation today!...

    Top Services:

    • Software Development
    • eCommerce Development
    • Web Development
    • Mobile App Development
    • IT Services
    • Show more
    Location
    New York City, New York
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    20 Projects Listed
  • Web and Mobile Apps Development Company

    Mindrops is an AI-driven digital technology company delivering future-ready solutions. We build intelligent websites, smart eCommerce platforms, mobile apps, and custom software-scalable, secure, and user-friendly. Our AI expertise drives automation and business growth...

    Top Services:

    • Web Development
    • IT Services
    • AI Development
    • Software Development
    • Mobile App Development
    • Show more
    Location
    Orlando, Florida
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    20 Projects Listed
  • Top-rated Mobile Apps, AI/ML, Blockchain Development Company.

    Junkies Coder is a leading technology solution provider across 15 countries and 50+ Rockstar Developers is our strength, We're specializing in web development, Top-rated Mobile App Development, and innovative solutions. Our experienced team is dedicated to delivering high-quality service and support to help...

    Top Services:

    • Mobile App Development
    • Web Development
    • WordPress Website Design
    • eCommerce Development
    • Digital Services
    • Show more
    Location
    San Francisco, California
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    15 Projects Listed
  • Software development company that delivers measurable results.

    SparxIT is an AI-driven technology partner delivering intelligent software solutions, AI development, cloud transformation, and digital products. We build scalable platforms powered by AI, ML, and automation for startups and enterprises. Trusted by HP, Suzuki, and Hisense...

    Top Services:

    • AI Development
    • Cybersecurity
    • Web Design
    • Web Development
    • eCommerce Development
    • Show more
    Location
    Walpole, Massachusetts
    Number of Employees
    100 - 249
    Average Hourly Rate
    $30/hr
    Portfolios Count
    35 Projects Listed
  • AI Solution Provider Company for Enterprise Growth

    DigiPrima Technologies-Leading AI-driven software development, Generative AI, ERP Solutions, Custom Web and App Development, Data Visualization. we have successfully delivered 2,000+ projects across 40+ countries and 30+ industries, with 90%+ client satisfaction. Get 24 hours free development today!...

    Top Services:

    • AI Development
    • IoT
    • Cloud Consulting
    • Mobile App Development
    • Web Development
    • Show more
    Location
    New York City, New York
    Number of Employees
    100 - 249
    Average Hourly Rate
    $20/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    28 Projects Listed
  • Transforming Enterprises with AI Applications

    ThirdEye Data Transforms Enterprises with Data & AI Solutions & Services. ThirdEye Data leverages Artificial Intelligence & Data technologies to build AI applications for enterprises worldwide...

    Top Services:

    • AI Development
    • Big Data Analytics
    • Software Development
    • IT Services
    • Staff Augmentation
    • Show more
    Location
    San Jose, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $55/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    23 Projects Listed
  • Your Partner in AI & Custom Software Excellence

    Geniusee is a U.S.-based AI and software engineering company with delivery hubs in Ukraine and Poland. We help businesses modernize legacy systems and scale faster through AI-powered, cloud-native solutions. Our team of 300+ experts has delivered 200+ projects for clients like Dell and Bloomberg. We...

    Top Services:

    • Software Development
    • Mobile App Development
    • Blockchain
    • Software Testing
    • AI Development
    • Show more
    Location
    Austin, Texas
    Number of Employees
    250 - 499
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    11 Projects Listed
  • Your go-to eCommerce experts

    Since 2003, scandiweb has helped global brands and startups grow through Magento development, mobile solutions, and practical AI for eCommerce. Clients include Jaguar, Land Rover, Peugeot, The New York Times, and 700+ businesses in 35 countries...

    Top Services:

    • eCommerce Development
    • UI/UX Design
    • Mobile App Development
    • VR/AR
    • AI Development
    • Show more
    Location
    New York City, New York
    Number of Employees
    500 - 999
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    16 Projects Listed
  • Trusted IT Partner for SMBs & Enterprises Since 2001 | Dedicated Teams | Industry-Specific Solutions

    Altoros is a 350+ person strong IT consulting and development group. For over 20 years, we've been assisting Global 2000 organizations in getting software products to market faster and reducing the cost of R&D experiments to enable stable business growth...

    Top Services:

    • Software Development
    • Mobile App Development
    • Web Design
    • Web Development
    • Staff Augmentation
    • Show more
    Location
    Pleasanton, California
    Number of Employees
    250 - 499
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    12 Projects Listed
  • Unique Software for Your Unique Business

    Sembit is a seasoned software development company based in Oregon. Its expertise spans app development, cloud services, and platform integration, making the agency a versatile software development partner. With proficiency in diverse technologies and a commitment to fostering a positive work environment...

    Top Services:

    • Software Development
    • Web Development
    • Mobile App Development
    • AI Development
    • Cloud Consulting
    • Show more
    Location
    Portland, Oregon
    Number of Employees
    Under 49
    Average Hourly Rate
    $199/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    6 Projects Listed
  • Technology Consulting and Managed IT Services

    A passionate team driven by technology in Biotech, Cloud, Data & AI. From design to development and support to management, Veraqor offers decades of experience, proven frameworks, and a disciplined approach to rapidly deliver reliable, quality solutions that help you go to market faster and get a leg up on...

    Top Services:

    • Software Development
    • AI Development
    • Wearables
    • Staff Augmentation
    • Managed Services
    • Show more
    Location
    Princeton, New Jersey
    Number of Employees
    100 - 249
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    6 Projects Listed
  • We Make the Impossible Case Possible.

    Matellio is a leading software engineering studio, recognized globally for delivering intelligent solutions powered by Artificial Intelligence and Machine Learning. We specialize in developing customized AI solutions tailored to various needs of businesses under different industry verticals...

    Top Services:

    • AI Development
    • IoT
    • DevOps Consulting
    • Cloud Consulting
    • Mobile App Development
    • Show more
    Location
    Denver, Colorado
    Number of Employees
    250 - 499
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    26 Projects Listed
  • AI & Software Development Company

    Intuz is an AI development company with 16+ years of enterprise delivery: 700+ products built, 54+ AI systems live in production today. AWS Consulting Partner and a Clutch Top Generative AI Company in 2026. Startups to Fortune 500s hire us when AI has to work on day 400, not just in the demo...

    Top Services:

    • AI Development
    • Software Development
    • IoT
    • Mobile App Development
    • eCommerce Development
    • Show more
    Location
    San Ramon, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    12 Projects Listed
  • Accelerate Innovation With AI-Driven Development

    JumpGrowth is a premier AI-led product engineering studio headquartered in Dallas, Texas. JumpGrowth specializes in building scalable, AI-powered software applications and products tailored for tech startups and enterprise innovation teams...

    Top Services:

    • Mobile App Development
    • Web Development
    • AI Development
    • Software Testing
    • Software Development
    • Show more
    Location
    Richardson, Texas
    Number of Employees
    100 - 249
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    6 Projects Listed
  • Tech-Savvy of Your Business

    Encyphers is a B2B digital transformation partner providing AI, Enterprise Platforms, Web & Mobile Engineering, Digital Commerce, Cloud, Data & DevOps, and Experience & Marketing solutions to enterprises across Retail, Healthcare, SaaS, Finance, and Manufacturing...

    Top Services:

    • Web Design
    • eCommerce Development
    • Web Development
    • UI/UX Design
    • Software Development
    • Show more
    Location
    New Hyde Park, New York
    Number of Employees
    Under 49
    Average Hourly Rate
    $70/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    41 Projects Listed
  • Your AI-Powered Engineering Partner

    Liquid Technologies automates enterprise operations using AI, custom software, and data engineering. We work with healthcare, manufacturing, logistics, and regulated industries to replace manual workflows with intelligent automation...

    Top Services:

    • AI Development
    • Software Development
    • IoT
    • Mobile App Development
    • Software Testing
    • Show more
    Location
    Houston, Texas
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    19 Projects Listed
  • Don't just grow, soar.

    Americaneagle.com is essentially a one-stop shop offering a comprehensive range of options for anyone wishing to thrive in their online pursuits. A family-owned, privately held business with a proven track record of success and reliability is Americaneagle.com...

    Top Services:

    • Web Development
    • SEO
    • Content Marketing
    • Email Marketing
    • Social Media Marketing
    • Show more
    Location
    Des Plaines, Illinois
    Number of Employees
    500 - 999
    Average Hourly Rate
    $175/hr
  • We Bring Your Ideas To Life

    Appnector is a digital growth agency that provides technology and digital services to help businesses grow their online presence, increase revenue, engage customers, and automate business processes. Its services include digital marketing, sales automation, website development, and app development. The company...

    Top Services:

    • Web Design
    • Web Development
    • eCommerce Development
    • WordPress Website Design
    • AI Development
    • Show more
    Location
    Claymont, Delaware
    Number of Employees
    250 - 499
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    82 Projects Listed
  • R&D as a service for Data Science & AI-Powered Startups.

    DataRoot Labs is an award-winning company that builds and implements Artificial Intelligence and Machine Learning systems across industry verticals to help our clients launch AI-powered products and services...

    Top Services:

    • AI Development
    • IoT
    Location
    Wilmington, Delaware
    Number of Employees
    50 - 99
    Average Hourly Rate
    $99/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    16 Projects Listed
  • Shaping Success Through Modern Technology

    The Hashtech is a fullspectrum digital agency that transforms ideas into powerful software. From mobile apps and web platforms to AI, blockchain, or custom enterprise tools, they combine creativity and technical depth to help businesses grow. With a global team and a datadriven, clientcentered approach, they...

    Top Services:

    • Mobile App Development
    • Software Development
    • Web Development
    • AI Development
    • Blockchain
    • Show more
    Location
    Houston, Texas
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    13 Projects Listed
  • Excellence in digital transformation

    Damco Solutions Inc. is a technology and digital transformation partner specializing in various services to help businesses advance and accelerate their outcomes...

    Top Services:

    • AI Development
    • eCommerce Development
    • Software Development
    • Big Data Analytics
    • Mobile App Development
    • Show more
    Location
    Plainsboro Township, New Jersey
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    5 Projects Listed

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Generative AI Companies in the United States FAQs

Can generative AI companies in the United States handle enterprise-level projects?

Yes, many generative AI companies in the United States are fully equipped to handle enterprise-level projects. They work with extensive data systems and flexible cloud solutions, all while adhering to important compliance standards like SOC 2, HIPAA, or GDPR, which makes them a great fit for industries like finance, healthcare, and retail.

Generative AI firms often combine AI model development, data engineering, and system integration to deliver secure, production-ready solutions. Their enterprise work typically includes custom LLM training, workflow automation, predictive analytics, and AI-powered customer support systems tailored to complex business needs.

What factors affect the cost of generative AI solutions?

The cost of generative AI solutions depends on project complexity, data requirements, and model customization. Training or fine-tuning large models requires extensive computational resources, specialized talent, and time, all of which increase expenses.

Integration with existing systems, API usage, cloud infrastructure, and ongoing maintenance or support can also affect the cost of generative AI solutions. Projects that require strict compliance, real-time performance, or enterprise-grade scalability tend to cost more than off-the-shelf implementations.

How do generative AI startups in the United States measure success in AI projects?

Generative AI startups in the United States measure success through technical and business metrics. On the technical side, they measure how well the model works by tracking its accuracy, speed, quality of results, and user satisfaction. They often compare these results to earlier models or previous versions.

From a business perspective, they assess ROI, adoption rate, customer retention, and productivity gains generated by the AI solution. Success depends on whether the technology provides steady and useful benefits that support the client's goals.

How can I verify a United States generative AI company’s credentials or certifications?

To verify a United States generative AI company's credentials or certifications, check the following key factors:

  • Review if the company holds a valid SOC 2 Type II report, which confirms controls for security, availability, processing integrity, confidentiality, and privacy
  • Check for compliance standards like HIPAA (for US patient data) or ISO 27001 if the AI solution handles health or financial data
  • Ask for documentation showing certificate validity, auditor name, and audit date, rather than just a badge
  • Confirm there are clear procedures for data handling, including encryption, access control, and audit logs, which are often part of certified frameworks

What guarantees or service assurances do generative AI startups in the United States provide?

Generative AI startups in the United States typically offer service-level agreements (SLAs) that define uptime, performance metrics, and response times for support. These often include guarantees for data security, confidentiality, and compliance with standards like SOC 2 or ISO 27001.

Generative AI companies may also provide accuracy benchmarks, pilot phases, or refund policies tied to project milestones and deliverables. While startups are generally more flexible, they balance agility with formal assurances that protect both parties and ensure predictable performance outcomes.