Top Artificial Intelligence Companies
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
See all 84 projectsSimform is a versatile software development company specializing in mobile and web app development, as well as custom software solutions. The company receives overwhelmingly positive feedback, with approximately 100% of clients highlighting their strong communication, technical expertise, and professionalism. Clients appreciate their ability to deliver projects on time and within budget, consistently exceeding expectations in aligning with company values and offering a personalized, responsive service.
$10,000+$50 - $99 / hr250 - 999Greenville, SCServices provided
See all 77 projectsDesignli is a UX/UI design and app development company specializing in creating interactive prototypes and technical roadmaps. With a strong emphasis on project management and responsiveness, 100% of the reviewers noted their ability to deliver high-quality, user-friendly designs on time. Clients also commend Designli's proactive approach and expertise in guiding project development through effective communication and stakeholder collaboration.
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
See all 69 projectsBlueLabel is a versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.
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UndisclosedUndisclosed250 - 999Miami, FL
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Headquartered in Miami, Florida and Madrid, Spain, Sigma AI is a big data company. Their services include BI & big data consulting & SI and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9
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Lynhill Softwares, a small software development company, is based in Mohali, India. The team offers Custom Software Development and Web Development.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 22 projectsAzumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.
$50,000+$100 - $149 / hr10,000+Charlottesville, VAServices provided
See all 25 projectsTELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.
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UndisclosedUndisclosed2 - 9
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Alchemist79, a small user experience design company, is located in Essen, Germany. The team offers UX/UI Design and Custom Software Development.
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$1,000+$25 - $49 / hr2 - 9Montevideo, Uruguay
Services provided
Deployt Software is an IT strategy consulting company. They were launched in 2022 and specialize in IT strategy consulting and other IT consulting and SI.
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$25,000+$50 - $99 / hr2 - 9Budapest, Hungary
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Located in Budapest, Hungary, M61 Studio is a business intelligence company. They provide BI & big data consulting & SI and Custom Software Development and were established in 2022.
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UndisclosedUndisclosed2 - 9Independence, OR
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Making Local Work is an Advertising company. They were established in 2022 and specialize in Advertising and AI Consulting.
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UndisclosedUndisclosed2 - 9Waxhaw, NC
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Heyou.ai is an answering service company. The small Waxhaw, North Carolina-based team provides Call Center Services and Customer Service Outsourcing. The firm was founded in 2023.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
See all 20 projectsSketch Development is a versatile technology solutions provider specializing in custom software development, Agile implementation, and project management tools such as Jira. They consistently receive commendations for their exceptional project execution, expertise, and client engagement, with 100% of reviewers expressing satisfaction and no suggested improvements. Reviewers highlight their ability to deliver timely, high-quality solutions tailored to client needs.
$1,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 28 projectsPhaedra Solutions is a development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.
$1,000+< $25 / hr10 - 49Kolkata, IndiaServices provided
See all 52 projectsGrowth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.
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$1,000+$100 - $149 / hr2 - 9
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IT elfs is an IT strategy consulting company founded in 2023. The team focuses on IT strategy consulting and BI & big data consulting & SI and is in Dubai, United Arab Emirates.
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$1,000+Undisclosed2 - 9
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Profit Pilot is a Digital Engineering company. They offer Digital Engineering and CRM consulting and SI and were established in 2022.
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Featured
What are Featured Providers?
$10,000+< $25 / hr50 - 249New Delhi, IndiaServices provided
See all 64 projectsTechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 46 projectsS-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.
$25,000+$50 - $99 / hr250 - 999Dallas, TXServices provided
See all 53 projectsCodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.
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UndisclosedUndisclosed250 - 999Reston, VA
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1Rivet is an IT strategy consulting company. Established in 2005, the company focuses on IT strategy consulting and Robotics Process Automation.
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$1,000+Undisclosed250 - 999Columbus, OH
Services provided
PrimeSync offers services such as accounts receivable management, tenant communications, and support for Spanish-speaking clients. Overall, the reviews highlight PrimeSync's high quality of work, effective project management, and convenience of remote workers, leading to increased collections and alleviated workloads for clients. The company's ability to meet expectations and deadlines is also consistently praised.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249Sahibzada Ajit Singh Nagar, IndiaServices provided
See all 131 projectsTrigma is a versatile technology firm specializing in AI-driven solutions, software development, and platform integration. Across the reviews, clients consistently praise Trigma's technical expertise, timely project delivery, and responsive support. Approximately 90% of the reviews highlight their effective project management and technical knowledge, while no significant areas for improvement are mentioned, indicating a high level of client satisfaction.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 15 projectsLANARS is a comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 54 projectsLeobit is a software development company specializing in custom software solutions, mobile app development, and web modernization. Across various projects, clients consistently praise Leobit for their technical expertise, proactive communication, and timely delivery. With a focus on aligning with client budgets and values, approximately 90% of reviews emphasize their strong project management and ability to exceed expectations.
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$10,000+$25 - $49 / hr2 - 9
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Veldex GmbH is a website development company based in Wien, Austria. Their services include Web Development and Artificial Intelligence.
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$1,000+< $25 / hr2 - 9Lucknow, India
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Web development firm Neurologix Technologies is headquartered in Lucknow, India. Their services include Web Development and Mobile App Development.
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$1,000+$25 - $49 / hr2 - 9
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StaticWise is a web development company based in Warszawa, Poland. Their services include Web Development and IT strategy consulting.
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UndisclosedUndisclosed2 - 9Surat, India
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TechnologiesNinja is a small Surat, India-based IT strategy consulting company. Their services include IT strategy consulting and IT staff augmentation.
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$5,000+$50 - $99 / hr2 - 9
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Tiny Automation is a CRM consulting and SI company. Based in London, England, the firm was launched in 2022. Their team specializes in CRM consulting and SI and AR/VR development.
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$1,000+Undisclosed2 - 9Warszawa, Poland
Services provided
Flowra is an Email Marketing company launched in 2023. The team offers Email Marketing and CRM consulting and SI.
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$5,000+$100 - $149 / hr2 - 9
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Flocano Labs is a small AI Consulting company in Toronto, Canada. Their services include AI Consulting and Web Design.
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$1,000+Undisclosed2 - 9Hisings Backa, Sweden
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Digital Strategy company INFINITO Digital Solutions was founded in 2023. The small team offers Digital Strategy and Web Development.
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$1,000+$25 - $49 / hr2 - 9Medellin, Colombia
Services provided
Kudacor, a big data company, is located in Medellin, Colombia. Established in 2023, the team focuses on BI & big data consulting & SI and Custom Software Development.
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$10,000+$50 - $99 / hr2 - 9
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Launched in 2021, Gadan Digital is a small Debrecen, Hungary-based software development firm. Their team provides Custom Software Development and Web Development.
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$10,000+$25 - $49 / hr2 - 9
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Zypher-ix, a video production company, was launched in 2024. The team specializes in Video Production and Web Development and is based in.
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$5,000+$50 - $99 / hr2 - 9
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PartoTech OU, a software development firm, is located in Tallinn, Estonia and Çiftlikköy, Türkiye. The team provides Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed250 - 999Dallas, TX
Services provided
ThoughtFocus, a big data analytics company, was established in 2004. The firm provides BI & big data consulting & SI and Artificial Intelligence, and is midsize.
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$1,000+$50 - $99 / hr2 - 9Leeds, England
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Arrows Digital is an IT strategy consulting company. Their small team is based in Leeds, England and provides IT strategy consulting and Web Development. The firm was launched in 2023.
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UndisclosedUndisclosed250 - 999Bellevue, WA
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C2S Technologies, Inc. Is an IT strategy consulting company. Founded in 2005, the firm offers IT strategy consulting and BI & big data consulting & SI.
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$1,000+$50 - $99 / hr2 - 9
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Mar Consulting Services is a cloud consulting & SI company. Located in Las Vegas, Nevada, their small team specializes in cloud consulting & SI and Web Development. The company was launched in 2021.
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$10,000+$50 - $99 / hr2 - 9Krapina, Croatia
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Modul8 is an IT managed services company. Founded in 2022, the team specializes in IT managed services and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9
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Groomlead, a small Sales Outsourcing company, is in Sheridan, Wyoming. The team provides Sales Outsourcing and Generative AI.
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$1,000+$25 - $49 / hr2 - 9
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Launched in 2020, Connecting Matrix is a small Lahore, Pakistan-based artificial intelligence firm. Their team offers Artificial Intelligence and Custom Software Development.
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$5,000+$25 - $49 / hr2 - 9Glenview, IL
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Big data analytics company MindValley Solutions specializes in BI & big data consulting & SI and IT strategy consulting. They are located in Glenview, Illinois.
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$1,000+$25 - $49 / hr2 - 9Fort Worth, TX
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Founded in 2022, DitDigitallabs is a small Fort Worth, Texas-based web design company. Their services include Web Design and UX/UI Design.
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$5,000+$100 - $149 / hr2 - 9Göteborg, Sweden
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Fiive AB is an IT strategy consulting company. Based in Göteborg, Sweden, their team offers IT strategy consulting and Custom Software Development.
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Undisclosed$50 - $99 / hr2 - 9
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MVPfy is a Logo company located in. They specialize in Logo and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9London, England
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Small app development firm Devlyte Technologies, is based in London, England and Dubai, United Arab Emirates. The team offers Mobile App Development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Ozieri, Italy
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In Ozieri, Italy, IKI-CLOUD is a small IT strategy consulting company. Their services include IT strategy consulting and BI & big data consulting & SI.
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$5,000+$50 - $99 / hr2 - 9Jamaica, NY
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Peak Developments.ai LLC is a web development company. The Jamaica, New York-based firm was launched in 2024. Their team offers Web Development and Artificial Intelligence.
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$5,000+$50 - $99 / hr2 - 9
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Established in 2024, Avovix is an e-commerce development firm. The team specializes in E-Commerce Development and Web Development and is in Newcastle, England.
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$1,000+$50 - $99 / hr2 - 9Karachi, Pakistan
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E-Revivalists is a branding company. The agency is located in Karachi, Pakistan. Their team specializes in Branding and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9Zirakpur, India
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CodeTestify is a SEO services firm launched in 2023. Headquartered in Zirakpur, India and Zirakpur, India, the team provides Search Engine Optimization and Web Development.
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UndisclosedUndisclosed250 - 999Worksop, England
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Big data analytics company DDC OS focuses on BI & big data consulting & SI and CRM consulting and SI. They were established in 1987.
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$5,000+$25 - $49 / hr2 - 9Khmel'nyts'kyi, Ukraine
Services provided
AgurSoft is a cloud consulting & SI company. The team is headquartered in Khmel'nyts'kyi, Ukraine, and their services include cloud consulting & SI and ERP consulting and SI.
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Undisclosed$25 - $49 / hr2 - 9
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ThickDot, a custom software development firm, is headquartered in Winnipeg, Canada. Their services include Custom Software Development and Enterprise App Modernization.
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$1,000+$50 - $99 / hr2 - 9Barueri , Brazil
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XPN DIGITAL is a branding firm. The small Barueri , Brazil-based team provides Branding and BI & big data consulting & SI. The company was launched in 2022.
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UndisclosedUndisclosed250 - 999Sioux Falls, SD
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MSS is a Sioux Falls, South Dakota-based video production company. They offer Video Production and Audio Production.
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$5,000+$50 - $99 / hr2 - 9
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BLACKSPEKTRO is a Siliguri, India-based IoT development company. They provide IoT development and cloud consulting & SI and were launched in 2019.
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UndisclosedUndisclosed250 - 999Dubai, United Arab Emirates
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Avanza Solutions is a Dubai, United Arab Emirates-based Blockchain company. The team focuses on Blockchain and Business Consulting.
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$25,000+$50 - $99 / hr2 - 9
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VentoLabs is a Blockchain company. Established in 2025, the team offers Blockchain and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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Techyhut Solutions, an AI development company, was founded in 2025. The small team focuses on Artificial Intelligence and Custom Software Development.
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$100,000+$50 - $99 / hr2 - 9Kampala, Uganda
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Retten Work is a Kampala, Uganda-based software development firm. Founded in 2024, the team offers Custom Software Development and Market Research.
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List of the Best Artificial Intelligence Companies
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$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development20% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39.2/40.019.8/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.1/40.019.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
65% AI Development35% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Development40% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
60% AI Development40% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$50,000+$25 - $49 / hr50 - 249Kyiv, Ukraine
Ability to deliver
38.7/40.020/20 Reviews9.1/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% AI Development70% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.5/40.018.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.5/40.019.6/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$25,000+$50 - $99 / hr250 - 999Dallas, TX
Ability to deliver
38.4/40.020/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
50% AI Development50% Other -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.1/40.018.8/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
38/40.018.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% AI Development80% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
65% AI Development35% Other -
$25,000+$25 - $49 / hr50 - 249Sarasota, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$150 - $199 / hr50 - 249Montréal, Canada
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$10,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$25,000+$50 - $99 / hr250 - 999Jaipur, India
Ability to deliver
38.6/40.018.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr50 - 249San Ramon, CA
Ability to deliver
37.6/40.017.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
60% AI Development40% Other
Latest Artificial Intelligence Articles
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Artificial Intelligence Development Company FAQs
Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.
Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:
AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.
Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.
Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.
AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:
- Discovery workshops and feasibility studies
- Data collection, cleansing, and labeling
- Model selection, training, and evaluation
- MLOps: automation of deployment, monitoring, and retraining
- Custom app or API development to surface AI insights
- Post-launch optimization and support
Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.
- Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
- Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
- Assess their process – Agile, transparent workflows with clear milestones reduce risk.
- Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
- Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.
- Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
- No access to training data or model artifacts
- Overreliance on black-box tools without explainability options
- Limited post-deployment monitoring or support
- Vague pricing and change-order policies
- How have you solved a similar problem for another client?
- Which metrics will define project success, and how will we measure them?
- Who owns the trained models and underlying data?
- What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
- How often will models be retrained or updated?
- Which cloud or on-prem platforms do you recommend, and why?
Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.