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.

We Have Listed the Best Generative AI Startups in United States For You

27 Companies - Rankings updated: September 04, 2026

Every agency featured on DesignRush is vetted for expertise and client satisfaction to support your decision-making. Some listings may be sponsored.

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  • Talentica Software

    Verified Verified by the DesignRush team for authenticity and credibility.

    Building Products AI-Native Way

    Talentica Software simplifies processes by leveraging 400+ engineers across AI/ML, Blockchain, Big Data, and more, delivering transformative artificial intelligence solutions for leading startups in the USA, Europe, and India. Our intelligent strategies guarantee consistent results for data-driven innovation...

    Top Services:

    • Software Development
    • AI Development
    • IT Services
    • Big Data Analytics
    • Blockchain
    • Show more
    Location
    Pleasanton, California
    Number of Employees
    500 - 999
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    7 Projects Listed

    Talentica Software Services

    • Software Development
    • AI Development
    • IT Services
    • Big Data Analytics
    • Blockchain
    • Mobile App Development
    • Staff Augmentation
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Wideorbit
    • Sema4.AI
    • Realization Technologies Inc.
    • TailoredMail
    • StructuredWeb Inc
    • Amplify
    • Mist Systems (Juniper Company)
    Data sourced from the agency's DesignRush profile

    Talentica Software Reviews & Testimonials

    • Ashish Sharma
      Ashish Sharma Sr Engineering Manager at OpenGov India Pvt Ltd
      4.7 ★

      Software Development Review from Ashish Sharma

      Talentica has proven to be an exceptional software outsourcing partner, consistently exceeding expectations in both the quality of their resources, deliverables and their commitment to our success. They function not merely as a vendor, but as an extension of our core engineering team. Key Highlights of our Partnership: High Resource Quality: The engineers provided by Talentica are technically strong and highly competent. They integrate seamlessly with our internal teams and quickly take ownership of complex projects. Commitment and Reliability: Talentica is a truly reliable partner that consistently demonstrates a strong willingness to go beyond the standard scope of work. They proactively identify risks and contribute innovative solutions. Critical Project Support: Their expertise was pivotal in two critical areas: Data Pipeline & Reporting: They were instrumental in both enhancing and maintaining a reliable data pipeline & reporting infrastructure. Software Upgrades: They managed challenging, large-scale software upgrades, ensuring we successfully transitioned to modern technology stacks with minimal disruption. Overall, Talentica is a dependable and high-value partner assisting our mission-critical projects.

    • Anonymous
      Anonymous Advisor at IT Company
      5.0 ★

      Software Development Review from Anonymous

      We had created a conceptual framework to authenticate and verify the provenance, transaction history, and authorship of blockchain-based NFTs. Talentica was brought on board to test and refine the concept from both functional and engineering perspectives, and later to build a Minimum Viable Product (MVP) aligned with the agreed specifications and constraints.

    • Anonymous
      Anonymous Engineering Manager at SaaS Company
      5.0 ★

      Software Development Review from Anonymous

      For several years, the team was composed entirely of Talentica contractors. Since January 2022, I have been directly managing them. The Talentica team handled the admin tooling backend, which included multiple Python Flask services with Postgres and Elasticsearch. These services operated in a service-oriented architecture deployed on Kubernetes, using Istio for service mesh and Spinnaker for deployments.

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    4.9 4.9 (27)
    4.4 4.4 (244)

  • Kreante

    Verified Verified by the DesignRush team for authenticity and credibility.

    Your AI-tech partner

    Kreante is an AI partner measured on business results, not on demos. Founded in 2020 and headquartered in Miami , we help services companies put AI where it moves a number: revenue, margin, hours recovered. Part of the Claude (Anthropic) partner network. Claude certified developers...

    Top Services:

    • Web Development
    • Graphic Design
    • Web Design
    • UI/UX Design
    • AI Development
    • Show more
    Location
    Miami, Florida
    Number of Employees
    Under 49

    Kreante Services

    • Web Development
    • Graphic Design
    • Web Design
    • UI/UX Design
    • AI Development
    • Software Testing
    • Mobile App Development
    • Software Development
    • IT Services
    • Business Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Osborne Solutions
    • Decathlon
    • Maria Schools
    Data sourced from the agency's DesignRush profile

    Kreante Reviews & Testimonials

    • Stephane Baudry
      Stephane Baudry CEO at Les Ateliers d'Amazonie
      5.0 ★

      eCommerce Development Review from Stephane Baudry

      Kreante handled the full design, development and SEO of our Shopify store from start to finish. I was especially impressed by their responsiveness and the quality of their communication, which kept the project moving quickly and made the whole collaboration easy to manage.

    • Xavier Vernin
      Xavier Vernin CEO at Shareleads
      5.0 ★

      Mobile App Development Review from Xavier Vernin

      Kreante built our mobile and desktop app for a construction marketplace platform, handling UX/UI design and database setup from the ground up. What impressed us most was their expertise with no-code and low-code tools, combined with real flexibility when our requirements shifted. Their professionalism, responsiveness and communication were excellent throughout.

    • Chloé Fernagut
      Chloé Fernagut CEO at CF Consulting
      5.0 ★

      Web Development Review from Chloé Fernagut

      We had a complex app to build and no technical lead, so Kreante helped define and deliver it—UX, a Bubble front end, a Xano backend, integrations and automations. They shipped on time, fixed the few small bugs fast, and frequently went beyond scope. Their integrity, quality and value for money really stood out.

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    4.9 4.9 (31)

  • Kanerika Inc

    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
    • Business Consulting
    • IT Services
    • Managed Services
    • Show more
    Location
    Austin, Texas
    Number of Employees
    250 - 499
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000

    Kanerika Inc Services

    • AI Development
    • Big Data Analytics
    • Business Consulting
    • IT Services
    • Managed Services
    • Software Development
    • Mobile App Development
    • Staff Augmentation
    • IT Compliance Solution
    • Logistics
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Sony
    • HDFC Bank
    • Volkswagen
    • Kroger
    • Zydus
    • Dr.Reddy's
    • Toyota
    • AHAVA
    • Haulhub
    • Trax
    Data sourced from the agency's DesignRush profile

    Kanerika Inc Reviews & Testimonials

    • Nathaniel Ru
      Nathaniel Ru Co-Founder at Sweetgreen
      5.0 ★

      Big Data Analytics Review from Nathaniel Ru

      We partnered with Kanerika to support our Big Data Analytics initiatives and augment our internal data engineering team. As our data needs continued to grow, we needed experienced professionals who could quickly integrate with our team and help us improve data processing, reporting, and analytics capabilities. Our experience with Kanerika was very positive from start to finish. Their team was knowledgeable, responsive, and easy to work with. They took the time to understand our requirements, listened carefully to feedback, and adapted quickly whenever priorities changed. The engineers they provided integrated smoothly with our existing team and consistently delivered quality work. One thing that stood out was their responsiveness. Whenever we had questions, requests, or needed adjustments, their team reacted quickly and ensured issues were addressed without unnecessary delays. Communication remained clear throughout the engagement, which made collaboration straightforward and efficient. The project outcomes met our expectations, and the additional expertise helped us move faster on several data-related initiatives. Overall, Kanerika proved to be a reliable partner for both Big Data Analytics and Staff Augmentation, and we would be happy to work with them again in the future.

    • Steven Poelman
      Steven Poelman Co-CEO at Multi Corporation
      5.0 ★

      Big Data Analytics Review from Steven Poelman

      Kanerika made a team for us to discuss the details and develop Power BI project. 3 personal dashboards were also planned and designed. Firstly the architecture of the system was created and implemented. The dashboards for heads of departments were developed and tested by the reconciliation dashboard too. Finally we got the staff training for interactive analytics dashboards usage. Power BI system has highlighted the efficiency of our working process. After tracking the efficiency we rose the sales for 20%, offer more client oriented service, and have budget prediction. Professional team service for great cost. Kanerika showcased awesome automation of business analysis and regularly updated reports.

    • David Abelyan
      David Abelyan Founder at Cake Mortgage Corp
      5.0 ★

      Big Data Analytics Review from David Abelyan

      The Kanerika team helped us create online meeting capabilities to meet with candidates online, view video profiles and message. All these online features are great for our application but what makes our solution unique is that all these are tied to the candidate profile, hiring position organizational needs and overall organizational profile. This creates a strong bond and trust between the organization and the candidate. We wanted a platform to build long term relationships between organizations and their immediate and future needs and candidates who may want to explore opportunities now or build a relationship for a future opportunity. Kanerika worked with our team to understand our changing requirements and delivered technical solutions incrementally using an agile approach. Organizations can store and update their profiles, job requirements and track each hiring process. Their philosophy of investing in clients and view of client success as their own was unique. Everyone uses the long term relationship as a tagline but Kanerika actually lived up to it.

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    4.9 4.9 (11)
    5.0 5.0 (6)

  • Quokka Labs

    AI-Native Engineering and Solutions Company

    Quokka Labs is an end-to-end AI-native engineering and solutions company helping startups, enterprises, and government institutions build, modernize, and scale intelligent digital products...

    Top Services:

    • Mobile App Development
    • Web Design
    • Web Development
    • eCommerce Development
    • IoT
    • Show more
    Location
    Austin, Texas
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    35 Projects Listed

    Quokka Labs Services

    • Mobile App Development
    • Web Design
    • Web Development
    • eCommerce Development
    • IoT
    • Cloud Consulting
    • IT Services
    • Software Development
    • AI Development
    • Software Testing
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • MNRE
    • DHAD
    • COMCATE
    • COINIGY
    • IDOM
    • IMAGINE SOFTWARE
    • CONVEGENIUS
    • TERRA
    • TALENT QUEST
    Data sourced from the agency's DesignRush profile

    Quokka Labs Reviews & Testimonials

    • Karan Magu
      Karan Magu Founder at Emerge Intercontinental Pvt Ltd
      5.0 ★

      Mobile App Development Review from Karan Magu

      It's been an absolute pleasure to work with Sunny and his team at Quokka these past couple of years on myweb - an interface for organizing personal digital activity. Couldn't have chosen a better technical partner to bring my vision to life. This compact yet extremely capable team are the ones who transformed a mere sketch on a piece of paper into a proper and performant software, which I would say works as well as any global software you may have installed on your device (often created by large venture funded team of engineers). I found Sunny after having a poor experience with the quality produced by a previous software development firm, and was instantly convinced by his professionalism and intelligence. I've worked with the team across multiple domains - whether it's iOS Swift and working on a complex share extension for iphones, or Kotlin for Android, or backend work for syncing data, or making a desktop client, even UI/UX design - and would wholeheartedly recommend them to anyone looking for a transparent, trustworthy and capable young team in the realm of software dev. One thing I really appreciated is the regular updates and check ins from their end at each step of the journey, which keeps things clear and transparent.

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    4.3 4.3 (1)

  • Scandiweb

    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

    Scandiweb Services

    • eCommerce Development
    • UI/UX Design
    • Mobile App Development
    • VR/AR
    • AI Development
    • Web Design
    • IoT
    • Software Development
    • SEO
    • Digital Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Wallmart
    • New York Times
    • Lafayette148NY
    • Rockar
    • Buff
    • Jysk
    • Kuru footwear
    • Lamborghini
    • Samsung
    • Puma
    Data sourced from the agency's DesignRush profile

    Scandiweb Reviews & Testimonials

    • Marc Casper
      Marc Casper Chairman, President and CEO at Thermo Fisher Scientific
      5.0 ★

      Digital Advertising Review from Marc Casper

      For the digital marketing portion of the project, Scan tracked growth and engagement on our social media platforms. It was clear that their work directly drove growth in our online presence. On the web development side, our investors and internal executive stakeholders were impressed with their work. Its too early to truly gauge the value of the site, but in the immediate term, those who didn't like the old site have really liked the new one. They were great with structuring regular Zoom calls to keep everything on track. Outside of these calls, we communicated via email and Basecamp.

    • Amanda Watts
      Amanda Watts Founder at Business Advisor Academy
      5.0 ★

      Digital Advertising Review from Amanda Watts

      In our email marketing campaigns, we've seen a 25% return on investment. Our PPC ROI is 250%. They've found a way to attract an audience to our site despite safety training not being an objectively exciting subject. Their project management skills are fantastic. They report progress to us multiple times a day, which keeps me happy. Scandiweb is always in touch with us to make sure we know how everything is going. We never have to chase them down about anything.

    • JOSHUA MARGOLIS
      JOSHUA MARGOLIS Owner and Founder at Mind Over Matter
      5.0 ★

      eCommerce Development Review from JOSHUA MARGOLIS

      The purpose of this project is to redesign the existing website with a modern, user-friendly interface and integrate a custom checkout system tailored for subscription-based services. The new design will enhance the user experience, improve site performance, and streamline the subscription process to increase conversions and customer retention. The speed at which you completed the project without compromising on quality is truly impressive. Not only did you meet our tight deadlines, but the site also looks modern, runs smoothly, and the functionality has been greatly improved. Your attention to detail, responsiveness, and ability to quickly address any feedback or issues along the way made the whole process seamless. This upgrade has already made a significant difference, and we couldn't be happier with the results.

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    4.6 4.6 (3)

  • Brightlab

    Designing Bright For The Hype.

    Brightlab is an independent design & development studio that has one rule helping startups and big-scale enterprises build the most innovative online products in the market...

    Top Services:

    • Web Design
    • eCommerce Development
    • Web Development
    • UI/UX Design
    • Software Development
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    50 - 99
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    11 Projects Listed

    Brightlab Services

    • Web Design
    • eCommerce Development
    • Web Development
    • UI/UX Design
    • Software Development
    • Mobile App Development
    • IT Services
    • AI Development
    • DevOps Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • MURAL Labs
    • Songsterr
    • HomesCooks
    • Alpha One
    • eDomus
    • TELE2
    Data sourced from the agency's DesignRush profile

    Brightlab Reviews & Testimonials

    • Yiannis Kaznessis
      Yiannis Kaznessis Founder and CEO at AgThera Inc.
      5.0 ★

      Web Design Review from Yiannis Kaznessis

      Our website was established and redesigned by Brightlab, and it receives a lot of traffic. Our interaction with Brightlab team was exceptional. They were dependable, communicative, and responsive. They were really easy to work with and quickly grasped what I was striving for. Additionally, there weren't many mistakes to fix after development. Incredibly capable and productive team!

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    4.3 4.3 (1)

  • Excellent WebWorld

    Excellent Webworld: AI-Driven Custom Software Development Company | ISO 9001 Certified Global Leader

    Excellent Webworld is a global leader in crafting next-generation digital products...

    Top Services:

    • AI Development
    • Mobile App Development
    • Software Development
    • eCommerce Development
    • Web Design
    • Show more
    Location
    Minneapolis, Minnesota
    Number of Employees
    250 - 499
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    33 Projects Listed

    Excellent WebWorld Services

    • AI Development
    • Mobile App Development
    • Software Development
    • eCommerce Development
    • Web Design
    • Web Development
    • Cybersecurity
    • Staff Augmentation
    • IoT
    • DevOps Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Chris
    • Mayada
    • Tony
    Data sourced from the agency's DesignRush profile

    Excellent WebWorld Reviews & Testimonials

    • Talgat Ablayev
      Talgat Ablayev Project Manager at Управление Внутренней Политики Алматинской области
      5.0 ★

      Software Development Review from Talgat Ablayev

      The team excellent has helped me throughout the development process. My requirements were a bit complex as I needed a news app and a community app at one place. But the team understood it very clearly and suggested the trending functions that can make my app better. The best part was that I used to get daily updates on my projects and weekly progress report.

    • Thomas Hahne
      Thomas Hahne CEO at Freetaxi HHM Worldwide
      5.0 ★

      Mobile App Development Review from Thomas Hahne

      Excellent Webworld has served the best app design & development services for my project idea. The team is amazingly creative and experienced I love the way the helped me throughout the development process and gave me suggestions about new features where ever was required.

    • maddy roy
      maddy roy Review from Google
      1.0 ★

      maddy roy's Review Sourced from Google

      I joined this company in March 2026 but just within 1 month they told me to put resignation and if I will not do that than they will terminate me which was very bad for my profile Please don't join this company if don't want to spoil your future and health. And specially Tilak, Darpan and Ajay these people are pathetic.

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    4.5 4.5 (2)
    4.2 4.2 (78)

  • Troy Web Consulting

    Leading Edge. Lasting Impact.

    Troy Web Consulting is a trusted guide for organizations, delivering high-quality, practical software solutionscustom web apps, mobile apps, and websiteson time and on budget. We specialize in solving business challenges through custom tailored software development...

    Top Services:

    • Software Development
    • Mobile App Development
    • eCommerce Development
    • AI Development
    • Software Testing
    • Show more
    Location
    Cohoes, New York
    Number of Employees
    Under 49
    Average Hourly Rate
    $155/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    27 Projects Listed

    Troy Web Consulting Services

    • Software Development
    • Mobile App Development
    • eCommerce Development
    • AI Development
    • Software Testing
    • Web Development
    • WordPress Website Design
    • Web Design
    • UI/UX Design
    • Design Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Advantedge Education
    • Center for Internet Security
    • Davis Vision
    • MyEssentials
    • Etransmedia
    • FortOrangePress
    • GroundWater Protection Council
    • LeadingAge
    • NYSERDA
    • The Enneagram Institute
    Data sourced from the agency's DesignRush profile

    Troy Web Consulting Reviews & Testimonials

    • Mei Huang
      Mei Huang Review from Google
      5.0 ★

      Mei Huang's Review Sourced from Google

      I had a fantastic experience working at Troy Web Consulting. The team is incredibly supportive and welcoming. I worked on real client projects that helped me grow my technical skills and confidence. The culture is awesome, flexible, collaborative, and fun. You truly feel like part of the team from day one. Highly recommend.

    • Stephen Higgins
      Stephen Higgins Review from Google
      5.0 ★

      Stephen Higgins's Review Sourced from Google

      My relationship with Troy Web Consulting began in 2019, and I am very proud to say it still continues. Their experience and expertise is second to none, and their incredible customer service makes communication between you and your project manager and the team something you look forward to. It has truly been an enjoyable experience growing my company with the help and abilities of such a great group. A special thanks goes out to Anthony and Mark, two of the best to work with.

    • Caring Gene
      Caring Gene Review from Google
      5.0 ★

      Caring Gene's Review Sourced from Google

      Troy Web took over the maintenance and service contract for our in depth healthcare career information and job posting website. Their ability to seamlessly take ownership, clean up and bring our site into a stable wordpress environment was done not only quickly, but also flawlessly. During our time with Troy Web, a number of updates and additional features were required to be built. They were not only able to build these aspects, but also to correct past build issues in the process making the site more reliable on a daily basis. In the last 6 months of their service we didn’t experience any unforeseen downtime with our website, which is extremely important to the function of our site for those that access and use it on a daily basis. Troy Web provides an exceptional service with a team that is always available and very knowledgeable.

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    4.9 4.9 (31)

  • Mystic Media

    Full Service - Mobile App, Software & Web Development Company

    Mystic Media is a full-service technology agency specializing in custom software, mobile app, web, and firmware development. Our experienced team works closely with startups, growing businesses, and enterprise organizations...

    Top Services:

    • Mobile App Development
    • Software Development
    • Web Development
    • AI Development
    • Cloud Consulting
    • Show more
    Location
    Sandy, Utah
    Number of Employees
    Under 49
    Average Hourly Rate
    $160/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    12 Projects Listed

    Mystic Media Services

    • Mobile App Development
    • Software Development
    • Web Development
    • AI Development
    • Cloud Consulting
    • Digital Services
    • Web Design
    • Managed Services
    • VR/AR
    • Blockchain
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • KT Tape
    • Tata Chemicals
    • Won-Door
    • BioWave
    • QuickShot Supply
    • Bean Trailer
    • Bingoat
    • Western Line Constructors
    • Huck It
    • Monarch Education
    Data sourced from the agency's DesignRush profile

    Mystic Media Reviews & Testimonials

    • Makaila Malungahu
      Makaila Malungahu Owner at Evntori
      5.0 ★

      Mobile App Development Review from Makaila Malungahu

      Working with Chris and Mystic Media was the best decision. They designed and built our peer-to-peer wedding and event rentals app from scratch, and it looks and works great! We're super happy with our project!

    • Makaila Malungahu
      Makaila Malungahu Review from Google
      5.0 ★

      Makaila Malungahu's Review Sourced from Google

      Working with Chris and Mystic Media has been great for our huge app development project and excited to continue working with them. Don't hesitate to reach out to them!

    • Bryan Pratt
      Bryan Pratt Review from Google
      5.0 ★

      Bryan Pratt's Review Sourced from Google

      Mystic Media has been excellent to work with, offered great value, and their expertise and project management has been evident throughout the development process. We hired Mystic to take an idea and concept drawings through UI/UX and graphic design, programming and development, all the way to the market. They have met or exceeded all milestones, even with significant additions to scope along the way. We're currently in beta testing before release, and we are very satisfied with the entire experience. Mystic has earned my unqualified endorsement for anyone looking to develop their first app with them, as we have done.

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    4.3 4.3 (1)
    4.8 4.8 (29)

  • Bacancy

    AI Driven Software Development Company

    Bacancy stands as a top Reactjs Development Company, offering secure, scalable, and sustainable React solutions. Specializing in diverse frameworks and applications, we provide up to 40% savings on costs and a dedicated team for tailored solutions, ensuring your business is primed for growth...

    Top Services:

    • Mobile App Development
    • Web Development
    • eCommerce Development
    • Web Design
    • VR/AR
    • Show more
    Location
    Florida, Massachusetts
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    5 Projects Listed

    Bacancy Services

    • Mobile App Development
    • Web Development
    • eCommerce Development
    • Web Design
    • VR/AR
    • Software Development
    • IoT
    • Software Testing
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Laura Odorczyk
    • Bryan
    • Gerry Dunne
    • Berlin
    Data sourced from the agency's DesignRush profile

    Bacancy Reviews & Testimonials

    • Gordon Nall
      Gordon Nall Review from Google
      5.0 ★

      Gordon Nall's Review Sourced from Google

      Over the past five years, we have steadily expanded our relationship with Bacancy Technology, increasing the number of engineers we engage through their team. As our partnership has grown, so has the value they deliver. What has impressed me most is how effectively their engineers have self-organized, shared knowledge, and cross-trained one another. Rather than operating as individual contributors, they function as a cohesive team, collaborating on complex challenges and supporting each other's success. Over time, we have entrusted them with increasingly critical and technically demanding work. They have consistently delivered high-quality results with minimal oversight from our onshore engineering team. Their professionalism, technical expertise, and ability to take ownership have made them a valuable extension of our organization. I would highly recommend Bacancy Technology to any company looking for skilled, reliable engineering talent and a true long-term technology partner.

    • Kunal Chavda
      Kunal Chavda Review from Google
      5.0 ★

      Kunal Chavda's Review Sourced from Google

      We partnered with Bacancy Technology for a mid-scale development project, and the overall experience was very positive. Their team demonstrated solid technical skills, especially in understanding our requirements and translating them into practical solutions. Communication was smooth, deadlines were respected, and any challenges that came up were addressed quickly and professionally. What I appreciated most was their structured approach and the consistency they maintained throughout the project. The final delivery met our expectations, and the support they provided post-launch was equally dependable. Good choice if you’re looking for a team that’s accountable and technically capable.

    • Thomas
      Thomas Review from Google
      1.0 ★

      Thomas's Review Sourced from Google

      Paid $3,560 for web development—received no usable work, no deliverables, and no meaningful communication. Contractual obligations were ignored. Extremely disappointing experience.

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    4.7 4.7 (12)

  • Quest Global Technologies Ltd

    Your Partners in Success.

    Quest Global Technologies is a global leader in development & consultation of cutting-edge Blockchain, Metaverse, AR/VR, QA, Automation, Salesforce & Web3 advancements...

    Top Services:

    • Blockchain
    • AI Development
    • Digital Marketing
    • IT Services
    • Business Consulting
    • Show more
    Location
    Gilbert, Arizona
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    6 Projects Listed

    Quest Global Technologies Ltd Services

    • Blockchain
    • AI Development
    • Digital Marketing
    • IT Services
    • Business Consulting
    • Software Testing
    • VR/AR
    • Software Development
    • Mobile App Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • RadioShack
    • Shiba Inu coin
    • Rowan Energy
    • Taboo Token
    • Yuse Token
    Data sourced from the agency's DesignRush profile

    Quest Global Technologies Ltd Reviews & Testimonials

    • Crystal Heetai
      Crystal Heetai Marketing Coordinator at Ayalytical Instruments, Inc.
      5.0 ★

      Mobile App Development Review from Crystal Heetai

      We hired Quest Global to help build our technical infrastructure from scratch, including a customized blockchain solution, mobile and web app development, and an admin panel. They provided valuable feedback and questioning to direct us and set up the right infrastructure. Overall, I'm satisfied with their work and would highly recommend them.

    • Amy DeFaveri
      Amy DeFaveri Content Marketing Manager at GuidePoint Security
      5.0 ★

      Mobile App Development Review from Amy DeFaveri

      Another company had started the project, so Quest Global picked it up, improved it, and completed it. They did 90%95% of the project. They had all the skills we needed, good technical expertise, reasonable pricing, and they could deliver the project on time. All in all, they were a boutique developing company wed work with the decision-makers and get a high level of service.

    • Paul Driedger
      Paul Driedger Owner at EcoGreen Landscaping LLC
      5.0 ★

      IoT Review from Paul Driedger

      We have been thoroughly impressed with Quest Global Technologies Ltd and their innovative AI solutions for the railroad industry. From predictive maintenance to real-time performance analytics, their team has truly transformed our operations. Their in-depth understanding of the industry's challenges, combined with their advanced technological capabilities, allowed them to tailor solutions that have significantly improved our efficiency and safety. The integration of AI tools has led to optimized train scheduling, minimized downtime, and more accurate decision-making, directly impacting our bottom line. Moreover, Quest Global Technologies Ltd provided continuous support and expert advice throughout the project, ensuring a seamless implementation. The professionalism, expertise, and dedication of their team make them a standout partner. If you're looking for AI solutions that bring real, measurable improvements, we highly recommend Quest Global Technologies Ltd.

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    4.8 4.8 (6)
    4.2 4.2 (48)

  • OpsWorks Co.

    Achieve More With Reliable Certified Cloud & DevOps Allies

    OpsWorks Co. is an engineering company specializing in DevOps and Cloud services for enterprises and fast-growing startups in Tech, E-commerce, Finance and Healthcare domains. At OpsWorks Co. we help our 100+ clients from the U.S. and EU build scalable and easily manageable IT infrastructures...

    Top Services:

    • Cloud Consulting
    • IT Services
    • DevOps Consulting
    • IT Compliance Solution
    • Cybersecurity
    • Show more
    Location
    Hallandale Beach, Florida
    Number of Employees
    50 - 99
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    12 Projects Listed

    OpsWorks Co. Services

    • Cloud Consulting
    • IT Services
    • DevOps Consulting
    • IT Compliance Solution
    • Cybersecurity
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Edifrecs
    • Syndigo
    • RSI
    • NMI
    • ETX Capital
    • Winnow
    • StellarUK
    • Medis
    • Lumenis
    • Rozetka
    Data sourced from the agency's DesignRush profile
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  • Agilitee

    We define, design, and develop digital solutions.

    Over 3 million ★★★★★ App Store ratings and counting. We are Agilitee, a digital product design agency near Boston. Ambitious companies across the US call us when they need big agency results for a fraction of the time and cost...

    Top Services:

    • Product Design
    • Web Design
    • Web Development
    • Mobile App Development
    • UI/UX Design
    • Show more
    Location
    Londonderry, New Hampshire
    Number of Employees
    Under 49
    Average Hourly Rate
    $150/hr
    Minimal Budget
    $50,000 & Up

    Agilitee Services

    • Product Design
    • Web Design
    • Web Development
    • Mobile App Development
    • UI/UX Design
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • PayPal
    • Subway Restaurants
    • Dollar General
    • Facebook
    • Apple
    • Microsoft
    • iVisa
    • Matterport
    • Budderfly
    • Booz & Co.
    Data sourced from the agency's DesignRush profile
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  • QurioSoft LLC

    Empowering Partners, Building Futures.

    QurioSoft is a dynamic IT services company that was launched this year, bringing together a team of seasoned industry experts with decades of experience. Specializing in cutting-edge solutions across web development, mobile app development, UI/UX design, SEO, cloud solutions, and AI/ML, QurioSoft empowers...

    Top Services:

    • UI/UX Design
    • eCommerce Development
    • Web Development
    • Web Design
    • Software Development
    • Show more
    Location
    Spokane, Washington
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr

    QurioSoft LLC Services

    • UI/UX Design
    • eCommerce Development
    • Web Development
    • Web Design
    • Software Development
    • Mobile App Development
    • AI Development
    • IT Services
    • SEO
    • Cloud Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Gonoise
    • Edufever
    • Dataminion
    Data sourced from the agency's DesignRush profile
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  • Performix

    Transform the Way You Do Business.

    We look for quality IT people for many information technology careers and projects, including for our information technology consulting practice for projects around the globe...

    Top Services:

    • Software Development
    • IoT
    • Mobile App Development
    • Blockchain
    • Web Development
    • Show more
    Location
    Edina, Minnesota
    Number of Employees
    50 - 99
    Minimal Budget
    $1,000 - $10,000

    Performix Services

    • Software Development
    • IoT
    • Mobile App Development
    • Blockchain
    • Web Development
    • Cybersecurity
    • Digital Marketing
    • Web Design
    • IT Services
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • 3M
    • Cargill
    • Delta
    Data sourced from the agency's DesignRush profile

    Performix Reviews & Testimonials

    • Dr Christina Remediakis
      Dr Christina Remediakis CEO at Pallas Infotech
      5.0 ★

      AI Development Review from Dr Christina Remediakis

      We partnered with Performix for AI application development, and the experience exceeded our expectations. Their team showcased deep expertise in AI, delivering innovative solutions tailored to our needs. Communication was seamless, with regular updates and a transparent development process. They not only met our requirements but also provided valuable insights that enhanced the final product. The project was completed on time and within budget, demonstrating their commitment to excellence. We highly recommend Performix for anyone seeking top-tier AI application development.

    • Anupam Ray
      Anupam Ray Review from Google
      5.0 ★

      Anupam Ray's Review Sourced from Google

      Performix is an outstanding mobile app development and web design company in the USA. Their innovative solutions and exceptional service exceeded our expectations. Highly recommend for anyone seeking top-notch digital solutions.

    • Ria Chatterjee
      Ria Chatterjee Review from Google
      5.0 ★

      Ria Chatterjee's Review Sourced from Google

      Performix is a top-notch software and web development company in the USA. Their team delivered high-quality, innovative solutions for our project on time and within budget. Highly recommend it for any development needs.

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    4.3 4.3 (1)
    4.8 4.8 (29)

  • IT-Dimension

    Software Engineering That Creates Value

    We're a global team of developers, designers, and problem-solvers creating impactful software since 2007. IT-Dimension builds future-ready software from AI and IoT to mobile, enterprise, and 3D solutions...

    Top Services:

    • IT Services
    • Mobile App Development
    • Web Development
    • Product Design
    • Web Design
    • Show more
    Location
    West Hollywood, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $49/hr
    Portfolios Count
    4 Projects Listed

    IT-Dimension Services

    • IT Services
    • Mobile App Development
    • Web Development
    • Product Design
    • Web Design
    • Software Development
    • AI Development
    • Blockchain
    • VR/AR
    • IoT
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • IT Industry
    • Fintech Industry
    • Standard Technology
    Data sourced from the agency's DesignRush profile
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  • Datamatics

    A trusted name in data and analytics!

    Datamatics Digital Ltd an entity of Datamatics Global Services Ltd is a well-recognized leading data mining and application development company that delivers avant-garde software services with a specialized focus on web & mobile product engineering, application development & maintenance services...

    Top Services:

    • IT Services
    • Big Data Analytics
    • Market Research
    • CRM Consulting
    • Managed Services
    • Show more
    Location
    Edison, New Jersey
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $30/hr

    Datamatics Services

    • IT Services
    • Big Data Analytics
    • Market Research
    • CRM Consulting
    • Managed Services
    • DevOps Consulting
    • BPO
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Honeywell
    • JDA
    • OLA
    • Flipkart
    • Hike
    • Micromax
    • Accenture
    • Lacoste
    • Boston Marathon
    • Capital First
    Data sourced from the agency's DesignRush profile
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  • WorksBuddy

    AI Agent Suite, Built to Run Your Business. So You Dont Have To

    WorksBuddy is an AI Agent Suite, Built to Run Your Business. So You Dont Have To. It's like having a full team of AI employees managing your operations 24/7...

    Top Services:

    • AI Development
    Location
    Dover, Delaware
    Number of Employees
    50 - 99
    Average Hourly Rate
    $100/hr
    Minimal Budget
    Under $1,000

    WorksBuddy Services

    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Software & IT Services Industry
    • AI Industry
    • Hardware & Networking Industry
    Data sourced from the agency's DesignRush profile
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  • Widerix

    The only software development agency focused solely on AI for IoT.

    The only software agency focused solely on AI for IoT. We believe in the transformative power of Artificial Intelligence (AI) to redefine the Internet of Things (IoT) landscape for a meaningful impact and want to help with it. Our services: AI solutions for IoT and Staff Augmentation...

    Top Services:

    • AI Development
    • IoT
    • Staff Augmentation
    • Software Development
    • Show more
    Location
    Dover, Delaware
    Number of Employees
    Under 49
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $1,000 - $10,000

    Widerix Services

    • AI Development
    • IoT
    • Staff Augmentation
    • Software Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • VolkovLabs
    • Commerce MMF
    • GetFke
    Data sourced from the agency's DesignRush profile
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  • Dev Loader LLC

    Full-Spectrum Digital Solutions

    Dev Loader is a founder-led Laravel development studio operated by Dev Loader, LLC, a US-registered company in Washington, DC. We rescue stalled Laravel SaaS applications, upgrade legacy codebases, and build narrow SaaS MVPs. Core services: application takeover, Laravel version upgrades, performance...

    Top Services:

    • Digital Services
    • Web Design
    • Web Development
    • eCommerce Development
    • Blockchain
    • Show more
    Location
    Washington DC, Washington DC
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    1 Project Listed

    Dev Loader LLC Services

    • Digital Services
    • Web Design
    • Web Development
    • eCommerce Development
    • Blockchain
    • Software Development
    • Mobile App Development
    • AI Development
    • Software Testing
    • IT Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Software & IT Services Industry
    • eCommerce Industry
    • AI Industry
    Data sourced from the agency's DesignRush profile
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  • SkilldLabs

    Work with the best.

    SkilldLabs is a leading nearshore staff augmentation provider for High Tech Companies across North America...

    Top Services:

    • Software Development
    • Staff Augmentation
    • AI Development
    • DevOps Consulting
    • IT Services
    • Show more
    Location
    Boston, Massachusetts
    Number of Employees
    Under 49
    Average Hourly Rate
    $45/hr

    SkilldLabs Services

    • Software Development
    • Staff Augmentation
    • AI Development
    • DevOps Consulting
    • IT Services
    • UI/UX Design
    • Web Development
    • Blockchain
    • Big Data Analytics
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • IT Industry
    • Financial Industry
    • Entertainment Industry
    Data sourced from the agency's DesignRush profile
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  • AI Cyber Experts

    Enterprise Cybersecurity for MSPs. Without the Complexity

    AI Cyber Experts helps MSPs deliver enterprise-grade cybersecurity through a unified security platform, co-managed services, and AI automation. Simplify your security stack, reduce costs, and scale operations with fully white-label solutions...

    Top Services:

    • IT Services
    • Cybersecurity
    • Managed Services
    • Digital Marketing
    • Branding
    • Show more
    Location
    Durham, North Carolina
    Number of Employees
    Under 49
    Average Hourly Rate
    $399/hr
    Minimal Budget
    Under $1,000

    AI Cyber Experts Services

    • IT Services
    • Cybersecurity
    • Managed Services
    • Digital Marketing
    • Branding
    • Cloud Consulting
    • IT Compliance Solution
    • Mobile App Development
    • Content Marketing
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Innovative Informatics
    • SimpleLogics
    • Managed Cyber
    • Prowess ERP
    Data sourced from the agency's DesignRush profile
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  • FACTn Software

    Empowering Innovation, Connecting Excellence

    FACTn Software, your trusted partner in software engineering outsourcing solutions. Founded with a passion for technological innovation and a commitment to excellence, FACTn Software is dedicated to providing top-tier software engineering talent to companies in the Scandinavian region and beyond...

    Top Services:

    • Software Development
    • Mobile App Development
    • AI Development
    • Cloud Consulting
    • Managed Services
    • Show more
    Location
    Los Angeles, California
    Number of Employees
    Under 49
    Average Hourly Rate
    $45/hr
    Minimal Budget
    $1,000 - $10,000

    FACTn Software Services

    • Software Development
    • Mobile App Development
    • AI Development
    • Cloud Consulting
    • Managed Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Laudi
    • Mydrive
    • Endely
    • Sensio
    Data sourced from the agency's DesignRush profile

    FACTn Software Reviews & Testimonials

    • Heshan Sidantha
      Heshan Sidantha Review from Google
      5.0 ★

      Heshan Sidantha's Review Sourced from Google

      My time interning at FACTn Software has been fantastic. As an SE intern, the team made me feel welcome from the very first day. Being trusted to contribute to real-world projects has been massive for building my confidence and technical skills. The senior engineers are incredible mentors and are always happy to help with any questions. It’s definitely a great place to work!

    • kavindu jayashan
      kavindu jayashan Review from Google
      5.0 ★

      kavindu jayashan's Review Sourced from Google

      FACTn Software is a great company with a solid work ethic and a very supportive team. They consistently build high-quality software products and maintain a great collaborative environment. Most importantly, it is an excellent place to learn and grow as an intern. The team is always willing to help us improve our technical skills and gives us the chance to contribute to real, meaningful projects. Highly recommended for anyone starting their tech career!

    • Jayani Wickramasooriya
      Jayani Wickramasooriya Review from Google
      5.0 ★

      Jayani Wickramasooriya's Review Sourced from Google

      Working at FACTn Software feels more like being part of a family than just a workplace. The environment is very friendly, supportive, and positive. We laugh, joke, and enjoy working together every day. There’s no strict boss culture here.They treat us like brothers and sisters and work alongside us with respect and understanding. Office days are always the happiest days of the week for us because of the amazing team spirit and energy. I’m truly happy and grateful to be a part of FACTn Software.

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    5.0 5.0 (10)

  • Intelligaia

    Augment Your Team

    Intelligaia is a CX Design company that works with Business Process Groups to transform the business value of their products. Intelligaia brings innovative DesignOps practices to bridge the gap between strategy and execution at speed and scale...

    Top Services:

    • UI/UX Design
    • AI Development
    • Software Development
    • Web Development
    • Mobile App Development
    • Show more
    Location
    Apex, North Carolina
    Number of Employees
    50 - 99
    Average Hourly Rate
    $55/hr
    Minimal Budget
    $10,000 - $25,000

    Intelligaia Services

    • UI/UX Design
    • AI Development
    • Software Development
    • Web Development
    • Mobile App Development
    • Big Data Analytics
    • eCommerce Development
    • Staff Augmentation
    • IT Services
    • Managed Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Cisco Panoptica
    • DocuSign
    • Zuora
    • Hitachi Energy Powershop
    Data sourced from the agency's DesignRush profile

    Intelligaia Reviews & Testimonials

    • Raman Bhardwaj
      Raman Bhardwaj Review from Google
      5.0 ★

      Raman Bhardwaj's Review Sourced from Google

      Intelligaia is led by creative individuals Rajiv and Cheena whose passion I have seen over the years for customer experience design strategy. They research deep into current trends in business centered design and UX and are always thinking of innovation. Highly recommended to businesses looking to scake their CX strategy.

    • Amit Shanker
      Amit Shanker Review from Google
      5.0 ★

      Amit Shanker's Review Sourced from Google

      Rajiv and the team are exceptional are at designing concepts into reality. I have engaged with Intelligaia twice for early-stage product UX and have found the engagement to be highly professional, creative, and collaborative. I would highly recommend them!

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    5.0 5.0 (4)

  • Talbot West

    AI Leadership

    Talbot West is the digital transformation partner that CGRS has been looking for. Not only do they have a thorough grasp on AI and its capabilities and limitations, but they understand our business and what we need. Their communication is clear, their delivery is precise, and they look out for our best...

    Top Services:

    • AI Development
    Location
    Riverton, Utah
    Number of Employees
    Under 49
    Average Hourly Rate
    $111/hr
    Minimal Budget
    $10,000 - $25,000

    Talbot West Services

    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Customer Faucet
    • CGRS
    • Apogee Worx
    Data sourced from the agency's DesignRush profile
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  • Sussman Creative

    From Basic To Bold

    Sussman Creative is a full-service web design and development agency based in New Jersey, combining strategy, design, and engineering to deliver effective digital solutions. We help businesses build custom digital products that combine thoughtful design with powerful engineering. From AI-driven solutions to...

    Top Services:

    • Web Design
    • Web Development
    • UI/UX Design
    • eCommerce Development
    • Digital Strategy
    • Show more
    Location
    Medford, New Jersey
    Number of Employees
    Under 49
    Average Hourly Rate
    $225/hr
    Minimal Budget
    $1,000 - $10,000

    Sussman Creative Services

    • Web Design
    • Web Development
    • UI/UX Design
    • eCommerce Development
    • Digital Strategy
    • Branding
    • Graphic Design
    • AI Development
    • SEO
    • Software Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Drive Medical
    • myGemma
    • Lincoln Tech
    • Generator Interlock Kits
    • Kanematsu
    • Time Inc.
    Data sourced from the agency's DesignRush profile
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  • Wishtree Technologies

    Delivering Digital

    Wishtree is a product engineering services company focused on crafting secure, scalable digital solutions for global enterprises...

    Top Services:

    • Web Design
    • UI/UX Design
    • Web Development
    • AI Development
    • Software Testing
    • Show more
    Location
    Lewes, Delaware
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    5 Projects Listed

    Wishtree Technologies Services

    • Web Design
    • UI/UX Design
    • Web Development
    • AI Development
    • Software Testing
    • Software Development
    • Mobile App Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Rexel
    • Rutgers
    • Vodafone
    • Xactly
    • IAS
    Data sourced from the agency's DesignRush profile

    Wishtree Technologies Reviews & Testimonials

    • Farha Mansuri
      Farha Mansuri Review from Google
      1.0 ★

      Farha Mansuri's Review Sourced from Google

      I had a very disappointing experience with their walk-in interview process. They posted about a walk-in drive along with a Google Form for registration. Nowhere in their LinkedIn post did they mention that candidates would require a personal invite to attend. I filled out the form and traveled over an hour in 40-degree heat while fasting, only to be told that I hadn’t received an invite and couldn’t interview. If a personal invite was mandatory, this should have been clearly communicated in the post. Additionally, if they were selecting candidates, they should have at least sent a rejection email so people wouldn’t waste their time traveling. This kind of poor organization and lack of communication is highly unprofessional. It reflects badly on the company and makes candidates feel like their time and effort are not valued. I hope they improve their process in the future to avoid misleading applicants.

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    4.1 4.1 (23)

Related AI Development Specializations in the US

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Why People Trust DesignRush

Rated 4.8 on Google and 4.7 on Trustpilot, DesignRush Agency Directory is a reliable resource for finding generative AI companies in the United States. We owe this to our executive selection team, which follows a strict screening process when featuring agencies on the platform, assessing key performance indicators, like portfolio, client reviews, and industry reputation.

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Agencies can also reach out to DesignRush and must go through the verification process prior to being listed.

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.

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