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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: April 12, 2026
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15 Leaders 15 Contenders

21,467 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 84 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Simform 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.

    See all 84 projects

    Reviews mention Hard working

    The sentiment of hard work is consistently highlighted across client reviews for Simform. Clients commend the team for their dedication and commitment to project goals. For instance, one client noted that the resources are 'very dedicated and hard working,' while another remarked on the team's ability to 'go above and beyond' in delivering results. Overall, clients express a strong appreciation for Simform's work ethic and responsiveness, indicating a positive sentiment regarding their hardworking nature.
    • Mobile App Dev for Material Procurement Platform
      5.0 Dec 7, 2022

      Everyone worked hard and kept us in the loop. Blockers were quickly realized, and we were able to fix/pivot depending on them then move on.

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    • Staff Augmentation for Niche Job Board
      4.5 Nov 22, 2022

      The resources are very dedicated and hard working.

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    • Web & Mobile App Development for Startup Mobile App Game
      5.0 Jul 7, 2022

      They’re very organized, on-time, and hard-working, integrating well with our internal team.

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    • Mobile App Development for Application Company
      5.0 Sep 23, 2020

      I find it hard to believe there’s another organization with as many talented, hardworking people as Simform.

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    3 of 4 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent reviews of Simform highlight a consistently positive sentiment, emphasizing their strong communication, attention to detail, and timely project delivery. Clients commend their expertise in technical areas, particularly in software development and project management. For instance, one client noted that Simform's team was 'highly responsive' and 'proactive,' while another appreciated their ability to navigate complex challenges effectively. Overall, clients express satisfaction with the value received, making Simform a reliable partner for various projects.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What Clients Have Said

    Simform is frequently recognized for providing excellent value for money, with clients noting that their pricing fits budgets while maintaining high quality. A CTO from Estima Scientific remarked on their 'good value for cost,' while a department manager from Eye Recommend appreciated their 'accurate cost estimates' and lack of hidden fees. Overall, clients express satisfaction with the cost-effectiveness of Simform's services, highlighting their ability to deliver quality work on time without exceeding budgets.
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    United States (49) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Innowise Logotype

    Innowise

    4.9 72 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    1,000 - 9,999
    Warszawa, Poland

    Services provided

    20% Custom Software Development
    10% AI Development
    10% BI & Big Data Consulting & SI +6 services
    10% Blockchain
    10% Cloud Consulting & SI
    10% Cybersecurity
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Innowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.

    See all 72 projects

    Reviews mention Accessible

    Overall, clients have expressed positive sentiment regarding Innowise Group's accessibility and communication. One client highlighted their 'quick response' and 'always available' support. Another noted the 'amazing transparency' that allowed for direct communication with developers, enhancing project clarity. However, a minor concern was raised about language barriers, which were promptly addressed by involving a team leader for real-time translation. The general feedback emphasizes Innowise's commitment to being reachable and responsive.
    • Custom Software Development for Music Analytics Platform
      5.0 Feb 22, 2022

      The quality of the developers as well as the communication with the business development. They're quick to respond and are always available to address any issues or questions.

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    • Plugin Development for Events Management Company
      5.0 Aug 6, 2021

      Innowise team is always reachable via Slack and they are very responsive. Even when our own team is busy, they keep on giving updates and checking up if there are any more issues to handle.

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    • Website Development for IoT Company
      4.5 Jun 10, 2021

      What did you find most impressive or unique about this company? good flexibility and availability.

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    Industry Experience

    Innowise Group has demonstrated extensive expertise across various industries, including healthcare, information technology, financial services, and advertising & marketing. Clients praised their technical proficiency, project management skills, and ability to deliver solutions that enhance operational efficiency. Feedback reveals a consistent sentiment of satisfaction, particularly in healthcare and IT services, with notable improvements in workflow and compliance. Businesses in need of software development, data management, or digital transformation in these sectors would benefit significantly from engaging Innowise.

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    Select Industry to see insights

    Design Information technology Advertising & marketing Arts, entertainment & music Software Financial services Energy & natural resources Healthcare Construction Gaming Business services IT Services Consulting Other Industry Consumer Products Telecommunications Human Resources Wellness & Fitness Manufacturing Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (24) $50,000 to $199,999 (17) $200,000 to $999,999 (10) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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    United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 69 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    25% AI Consulting
    25% Generative AI
    20% AI Development +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel 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.

    See all 69 projects

    Reviews mention Autonomous

    The overall sentiment regarding Blue Label Labs reflects a high level of autonomy and professionalism in their project execution. Clients noted their ability to independently grasp complex project requirements, as highlighted by one client who was 'pleasantly surprised' by their understanding of app intricacies. Another client commended their independent thinking and proactive recommendations, stating they 'think independently' and are 'very smart.' Overall, clients express confidence in Blue Label Labs' capacity to manage projects with minimal oversight.
    • iOS App Development for BabyMed
      5.0 Feb 27, 2014

      They are very smart, and they can come up with their own ideas. They think independently for people who do this kind of development. I’ve been doing this for more than 10 years. If I ask them to do something, and it won’t work, they will tell me before they do it. They are wonderful.

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    • Design and Development for Social Networking App
      4.5 Feb 26, 2014

      We’re very satisfied. They understood our project and the purpose of our app. They were very involved and fixed the bugs by themselves without us needing to tell them all the bugs. They gave us updated versions of the app, and they worked from that. It was very professional.

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    1 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight their exceptional project management and responsiveness, with clients praising timely deliveries and effective communication. For instance, the redesign of the Zip app not only met client expectations but also fostered a strong collaborative environment. Additionally, their AI assistant project significantly improved operational efficiencies, reducing lookup times by 75%. Overall, clients express high satisfaction with BlueLabel's commitment to quality and alignment with their business values.
    Read 2 Recent Reviews

    Industry Experience

    BlueLabel demonstrates substantial expertise across diverse industries, particularly in Manufacturing, Insurance, Telecommunications, and Healthcare. Reviews highlight their strengths in developing AI-driven solutions and modernizing workflows, resulting in improved efficiency and user engagement. In Manufacturing, they effectively digitized processes and enhanced knowledge management. In Insurance, they addressed claims automation, significantly speeding up response times. Overall, client feedback indicates that BlueLabel excels in responsiveness, project management, and cultivating collaborative relationships, making them a strong candidate for technology-driven projects across various sectors.

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    Select Industry to see insights

    Information technology Healthcare Agriculture Arts, entertainment & music Other industries Wellness & Fitness Food & Beverages Retail Research Nonprofit Media Education IT Services Sports Other Industry Advertising & marketing Automotive Government Design Construction Manufacturing Insurance Software Financial services

    View projects from:

    United States (66) Thailand (1) United Arab Emirates (1)
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  • AI Agents, LLC Logotype

    AI Agents, LLC

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    34% AI Agents
    33% AI Consulting
    33% AI Development

    AI Agents, LLC is a small San Diego, California-based AI Agents company. Their services include AI Agents and AI Consulting.

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  • OptimusFox Logotype

    5.0 1 review
    $10,000+
    $50 - $99 / hr
    50 - 249
    Carbondale, IL

    Services provided

    50% Blockchain
    10% AI Development
    10% BI & Big Data Consulting & SI +3 services
    10% IT Managed Services
    10% Mobile App Development
    10% Web Development

    OptimusFox provides innovative blockchain solutions, including Dapp development on the Solana Blockchain. Their projects often involve integrating blockchain technology with platforms like Telegram. Reviews highlight their professional communication, technical skills, and ability to deliver projects on time, underscoring their strong alignment with client values and budget considerations.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 22 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    35% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% AI Consulting
    15% Generative AI

    Azumo 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.

    See all 22 projects

    Reviews mention Translate ideas into products

    Clients express a highly positive sentiment regarding Azumo's ability to translate ideas into products. One client highlighted their professionalism and patience in explaining technical concepts, which facilitated effective collaboration. The architectural design provided by Azumo met all requirements, demonstrating their expertise. Additionally, their project management was praised for timely communication and adherence to deadlines. Overall, clients recommend investing time in defining goals to maximize the partnership's potential.
    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their professionalism and honesty throughout the project were outstanding; they never tried to push particular solutions. Also, they were patient in explaining everything to us — we don’t have a technical background, so they translated all of our requirements into technical concepts.

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    Industry Experience

    Azumo has demonstrated expertise across various industries, including Software, Social Networking, Financial Services, Healthcare, and Education. Reviewers consistently commend their responsiveness, quality of work, and ability to adapt to shifting project requirements. In the Software and IT Services sectors, they excel in development and project management, while in Healthcare and Financial Services, they improve system resilience and migration tasks. Overall sentiment across industries is highly positive, highlighting Azumo as a reliable partner for diverse technological needs.

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    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Education IT Services Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Media

    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

    4.9 25 reviews
    Verified
    $50,000+
    $100 - $149 / hr
    10,000+
    Charlottesville, VA

    Services provided

    25% Generative AI
    15% AI Development
    15% Mobile App Development +4 services
    15% Web Development
    10% AI Agents
    10% Marketing Strategy
    10% UX/UI Design

    TELUS 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.

    See all 25 projects

    Reviews mention Exceeds expectations

    Client feedback indicates that WillowTree consistently exceeds expectations, particularly in user experience design and project execution. The engineering director noted that the app's user experience surpassed internal and customer expectations, receiving accolades as the best exhibit at a major industry tradeshow. Additionally, WillowTree's commitment to timely delivery and their enthusiastic, dedicated team were highlighted as key strengths, reinforcing the overall positive sentiment regarding their innovative solutions and professional engagement.
    • iOS Application for Large Energy Solutions Provider
      5.0 Feb 12, 2017

      The user experience we've designed with WillowTree has far exceeded the expectations of my internal production and management team, as well as those of our customers. People have been amazed at the technological advances and user experience of the app. It's clean, professional, and refined. All use cases have been thought through and implemented well. WillowTree brought its A-game from a design and execution perspective.

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    Industry Experience

    WillowTree has demonstrated strong capabilities across various industries, including Financial Services, IT Services, Healthcare, Legal, Retail, and Nonprofit. Clients commend their expertise in developing user-friendly digital solutions, notably in enhancing payment processing systems in finance, mobile app development in IT and healthcare, and legal tech solutions. Overall sentiment is highly positive, highlighting their project management skills, innovative design approaches, and collaborative nature—effectively impacting operational efficiencies and user engagement across sectors.

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    Select Industry to see insights

    Legal Retail Other Industry Media Education Consumer Products Nonprofit Information technology Hospitality & leisure Software Advertising & marketing Arts, entertainment & music IT Services Healthcare Financial services

    Average Project Cost Breakdown

    $200,000 to $999,999 (10) $50,000 to $199,999 (7) $1,000,000 to $9,999,999 (2) $10,000,000 + (1)

    What Clients Have Said

    Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.
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    More responsive than most other service providers

    TELUS Digital is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    Qubika Logotype

    Qubika

    4.9 61 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    40% AI Development
    30% Cloud Consulting & SI
    15% Mobile App Development +1 service
    15% UX/UI Design

    Qubika 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.

    See all 61 projects

    Reviews mention Proactive

    Clients consistently commend the proactive approach of December Labs. Feedback highlights their exceptional communication and responsiveness, with one client noting their 'outstanding service' and ability to 'swiftly address needs.' Another client praised their proactive problem-solving, stating they often identified issues before being prompted. Overall, the sentiment reflects a strong appreciation for December Labs' commitment to client success, underscoring their dedication to maintaining high-quality standards while adapting to evolving project requirements.
    • Website & Mobile App Dev for Fitness Equipment & App Company
      5.0 Aug 26, 2024

      They were proactive in addressing our needs, ensuring that any changes or concerns were swiftly communicated. The entire process was smooth, transparent, and efficient. Whether it was through proactive communication, rapid response times, or their willingness to adapt to our evolving needs, Qubika demonstrated a level of professionalism and dedication made the entire experience not just successful, but also enjoyable.

      Read Full Review
    • App Development Services for Medical Device Company
      5.0 May 11, 2022

      December Labs moves quickly out of the gate. They’ve easily become part of our team. Moreover, they go above and beyond their responsibilities; their resources are passionate about what they’re doing. Most of the time, the team is proactive and responds to our dilemmas. If there’s any need for improvement, it would be around our firm’s growth and paint points.

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    • Website Development for Real Estate & Hospitality Company
      5.0 Aug 18, 2021

      December Labs was amazing. They were easy to communicate with, proactive, and highly professional. Their responsiveness and can-do attitude were impressive. Overall, an amazing experience.

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    Industry Experience

    Qubika has demonstrated expertise across various industries, including Information Technology, Consulting, Wellness & Fitness, Software, and Healthcare. Clients commend their technical acumen, responsiveness, and ability to deliver quality products on time, often highlighting successful project outcomes, such as improved efficiency and user engagement. Overall sentiment reflects satisfaction, especially in IT and healthcare sectors where their adaptability and innovative solutions have made a significant impact.

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    Select Industry to see insights

    Information technology Consulting Wellness & Fitness Software Other Industry Hospitality & leisure Real estate Consumer Products Manufacturing Education Healthcare Arts, entertainment & music Chemicals & Biotechnology Energy & natural resources Financial services Business services Nonprofit Media Advertising & marketing Telecommunications IT Services

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $10,000 to $49,000 (11) $200,000 to $999,999 (9) Less than $10,000 (5) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback consistently highlights Qubika's competitive pricing and strong value for money. Clients appreciate that the pricing fits their budgets while ensuring high-quality service and deliverables. For instance, one client noted, "Pricing fit our budget" and highlighted Qubika as a "good value for cost." Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of work provided, making Qubika a recommended partner for various projects.
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    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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  • Indrones Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    50 - 249
    Navi Mumbai, India

    Services provided

    25% Document Digitization & Management
    15% AI Development
    15% Business Consulting +5 services
    15% Digital Asset Management
    10% AI Consulting
    10% Financial Consulting
    5% Contract Manufacturing
    5% Other IT Consulting and SI

    Indrones, a Document Digitization & Management company, is in Navi Mumbai, India. They offer Document Digitization & Management and Artificial Intelligence and were founded in 2015.

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  • Been One Software Solutions Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Ho Chi Minh, Vietnam

    Services provided

    40% Generative AI
    30% Blockchain
    20% Custom Software Development +1 service
    10% AI Development

    Been One Software Solutions is a Ho Chi Minh, Vietnam-based Generative AI company. Their services include Generative AI and Blockchain.

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  • BIDBITS Logotype

    BIDBITS

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    250 - 999

    Services provided

    30% AI Development
    20% Product Design
    20% Web Design +2 services
    15% Business Consulting
    15% Other IT Consulting and SI

    BIDBITS is an artificial intelligence firm. Founded in 2020, the team provides Artificial Intelligence and Web Design.

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  • InsightAI Logotype

    InsightAI

    5.0 7 reviews
    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    50% AI Consulting
    30% AI Development
    20% Custom Software Development

    🧠 InsightAI is an AI consulting and product development company. We work with businesses to design and build end-to-end AI solutions, from strategy and planning to production deployment. 🚀

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  • Market Minds Advisory Logotype

    Market Minds Advisory

    5.0 3 reviews
    $250,000+
    $300+ / hr
    50 - 249

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% Generative AI
    20% Market Research

    At Market Minds Advisory, we believe in unlocking growth by helping businesses see the future of their markets today. Our mission is to empower clients with actionable insights that go beyond data,

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    25% Custom Software Development
    20% Generative AI +3 services
    10% AI Consulting
    10% IT Staff Augmentation
    10% UX/UI Design

    Phaedra 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.

    See all 28 projects

    Reviews mention Innovative

    Clients have consistently praised Phaedra Solutions for their innovative approach, particularly highlighting their 'deep technical expertise' and 'clear understanding of product vision.' One client noted their ability to seamlessly integrate complex automation while delivering a polished UI, emphasizing their reliability as an innovative partner. Overall sentiment reflects high satisfaction with Phaedra's innovative solutions that significantly improved user onboarding and reduced manual tasks.
    • UX/UI Design for AI-Powered Platform
      5.0 Jun 28, 2025

      What impressed us most about Phaedra was their deep technical expertise combined with a clear understanding of product vision. Their ability to quickly integrate complex automation (n8n) while delivering a polished, user-friendly UI made them stand out as a truly reliable and innovative partner.

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    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent client feedback on Phaedra Solutions highlights their exceptional project management, timeliness, and effective communication. Clients praised their professionalism and ability to deliver high-quality solutions, with one noting a complete application capable of generating estimates through AI workflows. Another client reported a significant reduction in bugs and increased client adoption. Overall, the sentiment is overwhelmingly positive, with no significant areas for improvement identified by clients.
    Read 4 Recent Reviews

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Information Technology, Consumer Products & Services, Legal, Non-Profit, and Retail. Clients commend their professionalism, project management, and technical skills, highlighting successful software development, UI/UX design, and system implementations. The overall sentiment reflects high satisfaction, particularly in IT and legal sectors, suggesting they are well-suited for complex digital projects requiring robust technical solutions.

    Read All Reviews

    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages Information technology Consumer products & services Real estate

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 51 reviews
    Verified
    $1,000+
    < $25 / hr
    10 - 49
    Kolkata, India

    Services provided

    40% Custom Software Development
    30% AI Development
    30% Mobile App Development

    Growth 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.

    See all 51 projects

    Average Project Cost Breakdown

    $10,000 to $49,000 (11) Less than $10,000 (4) $50,000 to $199,999 (4) $200,000 to $999,999 (2)

    What Clients Have Said

    Clients consistently highlight Growth Loops Technology Pvt Ltd's competitive pricing and excellent value for money. Feedback indicates that their cost aligns well with client budgets, with one CEO noting, "Good value for cost" and another stating, "Pricing fit our budget." Overall sentiment reflects satisfaction with the quality of services delivered relative to the price, with multiple reviews praising the company's ability to meet and exceed expectations without compromising on quality.
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    More responsive than most other service providers

    Growth Loops Technology Private Limited is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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    TechnoYuga Logotype

    TechnoYuga

    5.0 64 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    50% AI Development
    25% Custom Software Development
    25% Mobile App Development

    TechnoYuga 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.

    See all 64 projects
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, clients have praised TechnoYuga for their exceptional project management and ability to exceed expectations. For instance, one client noted the successful development of a financial dashboard that significantly improved data accuracy and reporting efficiency. Another highlighted the seamless integration of AI capabilities into their facility management platform, enhancing overall user experience. Overall sentiment is highly positive, with clients appreciating the team's professionalism, adaptability, and deep understanding of technology.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (26) $50,000 to $199,999 (9) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight TechnoYuga Soft Pvt. Ltd.'s excellent value for money, noting that their pricing aligns well with project budgets. For instance, one client praised their 'good value for cost' in multiple projects, while another emphasized how their competitive pricing facilitated budget management. Overall, sentiment is positive, with clients appreciating the balance between cost and quality, as well as the responsiveness and professionalism of the team.
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    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
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  • Aisa X Logotype

    5.0 1 review
    Undisclosed
    < $25 / hr
    10 - 49
    Theni, India

    Services provided

    50% AI Development
    50% Generative AI

    Aisa X: Where Smart AI Meets Effortless Support. Transforming Assistance, Anytime, Anywhere.

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  • Ology Consulting Logotype

    5.0 1 review
    $10,000+
    $150 - $199 / hr
    2 - 9
    Fortitude Valley, Australia

    Services provided

    50% AI Development
    25% AI Consulting
    25% Generative AI

    Ology provides technology and AI strategy and implementation services to small and medium enterprise, helping business to drive improved performance through actionable plans grounded in proven

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  • Featured

    What are Featured Providers?

    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    35% Web Development
    25% AI Development
    15% Mobile App Development +4 services
    10% Blockchain
    10% Custom Software Development
    3% AI Consulting
    2% IT Strategy Consulting

    S-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.

    See all 46 projects

    Reviews mention Innovative

    S-PRO has received consistent praise for their innovative approach across multiple projects. Clients noted their ability to quickly grasp requirements and provide creative design solutions, particularly in the energy and beauty sectors. One client highlighted S-PRO's flexibility and iterative methods, while another emphasized their refined ideas that surpassed initial concepts. Overall, the sentiment towards S-PRO's innovation is overwhelmingly positive, with clients expressing satisfaction with the unique solutions provided.
    • UI/UX Design for Renewable Energy Marketplace
      5.0 Jul 26, 2022

      We're impressed with their flexibility and iterative approach. Also, despite not having relevant energy market experience, they were able to pick up requirements quickly and provide innovative design.

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    • Mobile App Dev for Business Services Company
      5.0 Feb 23, 2022

      Their project manager was very flexible, proactive, and innovative.

      Read Full Review
    • Marketplace Dev for Dog Selling Website
      5.0 Feb 17, 2021

      We loved how innovative they were, they came up with ideas that were more refined and made more sense than some of our original ideas.

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    • Mobile App Dev for Entrepreneur
      5.0 Mar 2, 2017

      S-PRO has a great working environment and a young, energetic team who I could trust. They're trying to innovate on how the business is being developed.

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    Industry Experience

    S-PRO has demonstrated strong expertise across various industries, particularly in Advertising & Marketing, Financial Services, Energy, and Healthcare. Clients noted their ability to deliver tailored solutions, enhance user engagement, and improve operational efficiency. Overall sentiment is positive, with praise for their adaptability, communication, and technical skills. Their impact is particularly significant in the financial sector, where they support complex regulatory compliance, while their work in healthcare underscores their capability in developing user-friendly applications. This makes them a suitable partner for projects in these areas.

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    Select Industry to see insights

    Energy & natural resources Consulting Financial services Software Healthcare Real estate Business services Food & Beverages Retail Nonprofit IT Services Arts, entertainment & music Telecommunications Utilities Environmental Services Information technology Media Manufacturing Human Resources Consumer Products Sports Advertising & marketing Other industries

    Average Project Cost Breakdown

    $50,000 to $199,999 (17) $10,000 to $49,000 (13) $200,000 to $999,999 (9) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Overall, clients consistently praised S-PRO for their competitive pricing relative to the value provided. For instance, one client noted they received 'good value for cost,' while another emphasized that S-PRO delivered 'everything on time and in budget.' Clients appreciated the transparency and responsiveness of the team, which enhanced their project management experience. However, some feedback suggested that while costs were justifiable, there were occasional concerns about communication and project management efficiency, indicating room for improvement in these areas.
    Read All Reviews

    More responsive than most other service providers

    S-PRO is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Services provided

    50% AI Development
    25% Custom Software Development
    25% IT Staff Augmentation

    CodeNinja 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.

    See all 53 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for CodeNinja has been overwhelmingly positive. A CEO from TAM Consulting praised their effective project management and responsiveness to evolving requirements, noting the successful delivery of a compliant cloud-based accounting system. Key achievements included ZATCA certification and accurate VAT reporting. Clients highlighted the company's transparency and timely communication, indicating a strong potential for future collaboration. Overall, the sentiment reflects satisfaction with CodeNinja's capabilities and commitment to quality.
    Read 1 Recent Review

    Average Project Cost Breakdown

    $10,000 to $49,000 (19) Less than $10,000 (16) $50,000 to $199,999 (6) $200,000 to $999,999 (4)

    What Clients Have Said

    Clients consistently highlight CodeNinja's competitive pricing and overall value for money. For instance, one CEO noted that their pricing fit their budget and aligned with their project goals, while another client emphasized the good value for cost. Feedback reflects a strong sentiment that CodeNinja delivers high-quality solutions within budget constraints, often exceeding expectations in project delivery and responsiveness, contributing to their reputation as a reliable partner in various sectors.
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    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
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    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

    25% Mobile App Development
    25% Web Development
    20% Custom Software Development +2 services
    20% IoT Development
    10% AI Development

    LANARS 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.

    See all 15 projects
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews of LANARS highlight their exceptional project management and technical expertise. Clients praised their reliability and flexibility, noting impressive outcomes such as a 37% conversion rate increase and an 80% reduction in translation time. One client emphasized LANARS' ability to adapt to changing project scopes without missing deadlines. While communication in Norwegian was suggested as an area for improvement, overall sentiment remains positive, with clients appreciating the professional execution and skilled team members.
    Read 2 Recent Reviews

    Industry Experience

    LANARS has demonstrated strong expertise across various industries, including construction, manufacturing, information technology, financial services, and business services. Clients have praised their ability to deliver tailored solutions, such as mobile and web applications, with a focus on user experience and technical robustness. Overall sentiment is highly positive, highlighting their effective communication, project management, and adaptability. Industries such as IT and financial services show particular strength, making LANARS a suitable choice for clients seeking reliable development partnerships.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    Average Project Cost Breakdown

    $50,000 to $199,999 (4) $10,000 to $49,000 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently express satisfaction with LANARS' cost and value for money. Many reviewers noted that LANARS provided high-quality work that justified their pricing, with one client stating, "their pricing fit our budget, and they offered good value for the cost." Another remarked on their honesty regarding estimates, stating, "they gave us a very good quote in the beginning to compete with other agencies." Overall, the sentiment reflects that LANARS delivers significant value relative to their pricing.
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    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Synapis Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9
    Prishtina, Kosovo

    Services provided

    50% AI Development
    30% AI Consulting
    20% API Development

    Synapis is a no-code platform that lets you build, train, and deploy AI models entirely online—no expensive hardware or technical expertise needed. It’s designed to help businesses seamlessly

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  • GeniusFlow Pty Ltd Logotype

    5.0 1 review
    $25,000+
    $200 - $300 / hr
    10 - 49
    Brownlow Hill, Australia

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% Robotics Process Automation

    GeniusFlow is a no-code AI and automation platform purpose-built to eliminate repetitive, non-revenue tasks across any system—from lead handling and quoting to inventory sync, compliance, calendar

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  • Featured

    What are Featured Providers?

    Imobisoft Logotype

    Imobisoft

    4.8 20 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    10 - 49
    Coventry , England

    Services provided

    30% AI Development
    15% Custom Software Development
    15% Generative AI +4 services
    10% AI Consulting
    10% Application Management & Support
    10% Mobile App Development
    10% Web Development

    Imobisoft is a versatile technology solutions company specializing in software development, web and app development, and cloud migration services. Overall, 100% of the reviews express satisfaction with their technical expertise, project management, and adherence to timelines and budgets. Imobisoft is consistently praised for their responsiveness, professionalism, and ability to deliver cost-effective solutions, as highlighted in 80% of the reviews.

    See all 20 projects

    Reviews mention Meets deadlines

    Overall, client feedback indicates that Imobisoft consistently meets deadlines and adheres to budget constraints. The COO of Mirzyme Therapeutics noted, "Imobisoft has met deadlines and stayed on budget," highlighting their effective project management. Regular weekly meetings facilitated timely updates and risk management, ensuring the project's smooth progression. This positive sentiment reinforces Imobisoft's reliability in delivering projects within agreed timelines.
    • Diagnostic Solution Design & Development for BioTech Company
      5.0 Aug 6, 2025

      Imobisoft has met deadlines and stayed on budget. We have weekly meetings in place. We've met every week to make sure that everything is okay. If there's any risk that's been identified, we've dealt with it.

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    Average Project Cost Breakdown

    $50,000 to $199,999 (10) $10,000 to $49,000 (2) $200,000 to $999,999 (2) Less than $10,000 (1)

    What Clients Have Said

    Overall, client feedback indicates that Imobisoft provides excellent value for money, with many clients noting their competitive pricing and high-quality deliverables. For instance, one client highlighted that despite spending around $250,000, they achieved more than expected, while another emphasized that Imobisoft's rates were reasonable compared to hiring internally. The sentiment is overwhelmingly positive regarding cost-effectiveness, with clients expressing satisfaction in meeting budgets and timelines throughout various projects.
    Read All Reviews

    More responsive than most other service providers

    Imobisoft is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    England (11) Saudi Arabia (1)
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    SolveIt Logotype

    SolveIt

    5.0 50 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    Warszawa, Poland

    Services provided

    60% Mobile App Development
    15% UX/UI Design
    15% Web Development +1 service
    10% AI Development

    SolveIt is a software development company offering a range of services, including mobile app development, web design, AI integration, and cloud-based solutions. Across multiple reviews, SolveIt consistently receives positive feedback for their technical expertise, proactive communication, and ability to deliver projects on time, with over 90% of clients expressing satisfaction with their work quality and responsiveness. Clients frequently highlight their adaptability and commitment to project success.

    See all 50 projects

    Reviews mention Accessible

    Clients have expressed a high level of satisfaction regarding SolveIt's accessibility throughout their projects. One client noted the 'consistency of their communication' and highlighted the establishment of 'straightforward channels' for quick interactions, including a shared Slack workspace and weekly meetings. The responsiveness to inquiries and feedback was particularly praised, with clients appreciating prompt replies. Overall, the sentiment reflects a strong appreciation for SolveIt's approach to maintaining open lines of communication and being readily available to address client needs.
    • Mobile App Development for Dental Clinic
      5.0 Jun 13, 2019

      The workflow was well-organized and very transparent, and I’m glad about our communication during all the joint work. The developers understood our goals and stayed available through email, phone, and messaging. SolveIt is a really good team of professionals—they know their job.

      Read Full Review
    • Web, Android & iOS Dev & Design for B2B Video Platform Co
      5.0 Jan 9, 2026

      What stood out most to us about Solveit was the consistency of their communication. They set up straightforward channels from the start, including a shared Slack workspace and weekly touchpoints, and were very accessible throughout the project. We could reach them quickly with questions, ideas, or feedback and always received prompt responses.

      Read Full Review
    Read All Reviews
    10 of 10 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 10 times in the past 6 months

    In the last six months, SolveIt has received overwhelmingly positive feedback from clients, highlighting their adaptability, technical expertise, and effective communication. Clients noted their ability to integrate seamlessly into teams and deliver projects on time and within budget. Notably, one client praised their proactive approach that enhanced project efficiency, while another emphasized their exceptional customer service. Overall, clients express strong satisfaction, recommending SolveIt as a reliable partner for software development and project collaboration.
    Read 10 Recent Reviews

    Industry Experience

    SolveIt demonstrates exceptional expertise across various industries, notably Information Technology, Healthcare, Real Estate, Food & Beverage, and Business Services. Clients commend their adaptability, technical proficiency, and proactive communication. In IT and Healthcare, they excel in app development and AI integration, while in Real Estate, they enhance property management solutions. The Food & Beverage sector appreciates their e-commerce capabilities. Overall, clients express high satisfaction, highlighting SolveIt's ability to deliver on time and align with company values, making them a strong partner for diverse projects.

    Read All Reviews

    Select Industry to see insights

    Food & Beverage Other Industry Energy & natural resources Real estate Healthcare Arts, entertainment & music Sports Beauty & Cosmetics Media Gambling Software Dental IT Services Information technology Consulting Consumer Products Transportation Business services

    Average Project Cost Breakdown

    $10,000 to $49,000 (16) $50,000 to $199,999 (12) Less than $10,000 (3) $200,000 to $999,999 (3)

    What Clients Have Said

    Clients consistently praise SolveIt for offering excellent value for money, highlighting that their pricing fits within budgets while delivering high-quality results. One client noted, "SolveIt had high ratings, and their pricing fit our budget, offering good value for the cost." Another stated, "SolveIt exceeded expectations and delivered on time, making their services worth every penny." Overall, the sentiment reflects a strong appreciation for the affordability and quality of services provided.
    Read All Reviews
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    Leobit Logotype

    Leobit

    4.9 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    35% Custom Software Development
    30% AI Development
    15% Web Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

    Leobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.

    See all 53 projects

    Industry Experience

    Leobit has demonstrated expertise across various industries, including IT Services, Software, Healthcare, Engineering, Financial Services, and Non-Profit sectors. Clients noted their strong project management skills, technical competence, and responsiveness. In IT Services and Software, they excelled in custom development and modernization, while in Healthcare, they delivered innovative mobile solutions. Overall, feedback is positive, emphasizing their flexibility, value for cost, and alignment with client values, making them an ideal partner for projects across these industries.

    Read All Reviews

    Select Industry to see insights

    IT Services Software Healthcare Engineering Financial services Non-profit Consulting Consumer Products Sports Education Advertising & marketing Real estate Gambling Media Retail

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

    Clients consistently highlight Leobit's competitive pricing and exceptional value for money. Feedback indicates that their pricing fits various budgets while delivering high-quality results. One client noted, 'Good value for cost' and another emphasized their flexibility in optimizing project costs for a non-profit organization. Overall, the sentiment reflects satisfaction with the balance between cost and the quality of service provided, affirming Leobit as a reliable partner for software development.
    Read All Reviews

    More responsive than most other service providers

    Leobit is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (22) Norway (5) Switzerland (4) England (3) Germany (3) Estonia (2) Sweden (2) Netherlands (1) Poland (1) Singapore (1) Belgium (1) Luxembourg (1) Ukraine (1) Hong Kong (1) Denmark (1)
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  • Lavio.ai Logotype

    Lavio.ai

    5.0 1 review
    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    75% Generative AI
    25% Search Engine Optimization

     We provide AI search optimization services that help your brand appear in ChatGPT, Gemini, Perplexity, and other LLM-generated answers. 1) Reseller-ready format2) AI search visibility3)

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  • Zenotix AI LLC Logotype

    5.0 1 review
    $10,000+
    $100 - $149 / hr
    2 - 9
    Sheridan, WY

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Zenotix AI is a global AI solutions company helping businesses automate processes, enhance efficiency, and scale with intelligent automation systems. Serving international markets, including the

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  • Quick Analytics Logotype

    Quick Analytics

    4.0 1 review
    $25,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    40% BI & Big Data Consulting & SI
    30% AI Consulting
    30% AI Development

    Transform your business with AI-powered business intelligence and predictive analytics that deliver measurable growth. Our advanced BI solutions help UAE enterprises unlock hidden opportunities,

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  • Syntalith Logotype

    Syntalith

    5.0 1 review
    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Syntalith is a Poland-based AI engineering company delivering production-ready AI agents, voicebots, chatbots, Document AI (RAG), GenAI Media, custom ML models, and modern web applications for

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  • BlockAI Logotype

    5.0 1 review
    $5,000+
    $100 - $149 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    20% AI Consulting
    20% AI Development
    20% Blockchain +2 services
    20% Digital Asset Management
    20% Generative AI

    Cutting-Edge Market Making & Launch Services since 2018 Leading DEX launch and market-making provider powered by AI algorithms and expert traders. Offering direct node access, algorithmic

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  • Cogniq AI Logotype

    Cogniq AI

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    35% AI Development
    20% AI Consulting
    20% Generative AI +2 services
    15% Web Development
    10% AI Agents

    Cogniq AI is a lean startup development team offering white-label web development and custom AI tools tailored for any agencies. We specialize in fast, high-quality website devlopment and AI

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  • Gravity Base Logotype

    Gravity Base

    5.0 1 review
    $5,000+
    $100 - $149 / hr
    50 - 249

    Services provided

    35% AI Development
    35% Generative AI
    30% AI Agents

    Gravity Base is a Dubai-based AI development company that specializes in building enterprise-grade, secure AI systems and autonomous workflows for businesses. We focus on eliminating operational

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  • LLM Recommend Logotype

    LLM Recommend

    5.0 1 review
    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    50% AI Development
    50% Generative AI

    At LLMRecommend, we help brands get recommended by AI — not just found in search. In a world where conversational AI tools like ChatGPT, Gemini, Claude, and Perplexity influence real-time

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  • Espressio AI Logotype

    5.0 1 review
    $5,000+
    Undisclosed
    2 - 9
    Lisboa, Portugal

    Services provided

    35% AI Consulting
    35% AI Development
    20% AI Agents +1 service
    10% Generative AI

    AI marketing operations partner for growth teams that need to do more with less.

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  • Nimitai Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    10 - 49
    Landran, India

    Services provided

    50% Generative AI
    35% AI Agents
    15% AI Consulting

    Nimitai is AI meeting intelligence for B2B sales teams — the Gong alternative for startup sales teams. It records, transcribes, and AI-analyzes every sales call — surfacing real-time AI sales

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  • Arus Defence Logotype

    5.0 1 review
    $50,000+
    $150 - $199 / hr
    10 - 49
    Madrid, Spain

    Services provided

    60% AI Development
    20% Enterprise App Modernization
    15% BI & Big Data Consulting & SI +1 service
    5% Logistics & Supply Chain Consulting

    Arus Defence specializes in developing documentation systems that are interactive, multiplatform, and easy to use, utilizing an innovative and cost-efficient low-code approach. The reviews highlight the company's fast development capacity, experienced team, and effective project management. While clients appreciate their unique methodology and rapid prototyping, there is a desire for increased points of contact due to the company's smaller size.

    See all 1 projects
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  • NALT Analytics Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    2 - 9
    Bengaluru, India

    Services provided

    100% AI Development

    NALT Analytics provides machine learning model development and deployment services, as demonstrated in their work on a fall detection project for elderly and disabled individuals. Client feedback highlights their strong work ethics, effective project management, and ability to tackle complex challenges with a proactive and positive approach.

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  • BigDataCentric Logotype

    5.0 1 review
    $10,000+
    $25 - $49 / hr
    250 - 999
    Chicago, IL

    Services provided

    50% AI Development
    35% Generative AI
    15% Robotics Process Automation

    Big Data Centric specializes in transforming raw data into strategic insights by offering data integration, optimization, and predictive modeling services. Reviews highlight the company's ability to significantly reduce data errors, enhance forecast accuracy, and improve data-driven marketing strategies, all while maintaining a structured and responsive project management approach. Their services deliver good value and align with client needs, resulting in increased efficiency and cost savings.

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  • Vsure Consultancy Services Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49
    Navi Mumbai, India

    Services provided

    20% AI Consulting
    20% AI Development
    20% Generative AI +2 services
    20% Mobile App Development
    20% Web Development

    Vsure Consultancy Services is a premier IT service provider specializing in web development, mobile app development, and AI integration. Reviews highlight their exceptional project management, responsiveness, and tailored solutions, leading to significant improvements in digital presence and efficiency. Clients commend their expertise, client-centric approach, and commitment to staying updated with industry trends, although further enhancement in communication channels could be beneficial.

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  • Flash Computing Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    2 - 9
    San Diego, CA

    Services provided

    60% AI Development
    20% AI Consulting
    10% Custom Software Development +1 service
    10% Mobile App Development

    Welcome to Flash Computing – AI for Smarter OperationsAt Flash Computing, we build powerful AI models that help businesses solve real-world workforce and operational challenges.From predicting

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  • Stardawn AI Logotype

    Stardawn AI

    5.0 1 review
    $5,000+
    Undisclosed
    10 - 49

    Services provided

    55% AI Development
    20% AI Consulting
    20% Corporate Training & Coaching +1 service
    5% Generative AI

    Stardawn AI is a German-based Process Optimization Agency specializing in developing custom, department-specific, or cross-departmental solutions to enhance efficiency.  We take a long-term

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  • Algility Logotype

    5.0 1 review
    $10,000+
    $50 - $99 / hr
    2 - 9
    Los Angeles, CA

    Services provided

    35% AI Development
    25% Custom Software Development
    25% Generative AI +1 service
    15% AI Consulting

    Algility helps SMBs and enterprises automate marketing, sales, and operations through custom SaaS platforms or tailored AI tools.

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  • Botpulse Logotype

    Botpulse

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    40% AI Development
    40% Generative AI
    20% AI Consulting

    We are providing branding free AI Chatbots for websites with 7 Day Free-Trial

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  • Artificial Solutions Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    50 - 249
    Barcelona, Spain

    Services provided

    40% AI Development
    30% Mobile App Development
    30% Web Development

    Founded in 2001, Artificial Solutions is a midsize AI development company. Their team provides Artificial Intelligence and Mobile App Development.

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  • Artefact Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    1,000 - 9,999
    Paris, France

    Services provided

    20% AI Development
    20% Social Media Marketing
    10% CRM Consulting and SI +5 services
    10% Content Marketing
    10% Pay Per Click
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Development

    Artefact, an AI firm, is located in Paris, France and London, England. They offer Artificial Intelligence and Social Media Marketing.

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  • Intelligence Authentic Logotype

    Intelligence Authentic

    Not yet reviewed

    Undisclosed
    $300+ / hr
    2 - 9

    Services provided

    75% AI Development
    15% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI

    Intelligence Authentic, an artificial intelligence company, provide Artificial Intelligence and BI & big data consulting & SI. They were launched in 2018.

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  • Lynette Technologies Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Gurugram, India

    Services provided

    100% AI Development

    Lynette Technologies is an AI development company launched in 2018. Headquartered in Gurugram, India, the team provides Artificial Intelligence and AI Consulting.

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  • MaryBot Logotype

    MaryBot

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    100% AI Development

    Small AI development company MaryBot, is headquartered in Lviv, Ukraine. The team focuses on Artificial Intelligence and AI Consulting.

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  • Widelogics Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    70% AI Development
    20% Custom Software Development
    10% Digital Strategy

    Widelogics is an AI firm founded in 2016. The team specializes in Artificial Intelligence and Custom Software Development.

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  • Centric Technologies LTD Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    2 - 9
    Sofia, Bulgaria

    Services provided

    80% AI Development
    20% Custom Software Development

    Launched in 2019, Centric Technologies LTD is an AI company. The team provides Artificial Intelligence and Custom Software Development.

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  • NovaceneAI Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Ottawa, Canada

    Services provided

    100% AI Development

    NovaceneAI, an AI firm, was launched in 2020. The team focuses on Artificial Intelligence and AI Consulting and is located in Ottawa, Canada.

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  • Memorelab Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    São Paulo, Brazil

    Services provided

    70% AI Development
    20% Custom Software Development
    10% Web Development

    Memorelab, an AI firm, was founded in 2015. The small team provides Artificial Intelligence and Custom Software Development.

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  • Vitru AI Consulting Logotype

    Not yet reviewed

    $250,000+
    $200 - $300 / hr
    10 - 49
    Irvine, CA

    Services provided

    70% AI Development
    10% Custom Software Development
    10% Mobile App Development +1 service
    10% Web Development

    Vitru AI Consulting, an AI development company, was established in 2020. The small team specializes in Artificial Intelligence and Custom Software Development.

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  • Miracle Star Ltd. Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9
    Sofia, Bulgaria

    Services provided

    80% AI Development
    15% IT Staff Augmentation
    5% IT Strategy Consulting

    Miracle Star Ltd., an AI company, is in Sofia, Bulgaria. They provide Artificial Intelligence and IT staff augmentation and were founded in 2021.

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  • Nanyatt Data Solutions Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Hyderabad, India

    Services provided

    100% AI Development

    Nanyatt Data Solutions is an artificial intelligence development company. The Hyderabad, India-based firm was founded in 2020. Their team focuses on Artificial Intelligence and AI Consulting.

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  • SandLogic Technologies Logotype

    Not yet reviewed

    $75,000+
    < $25 / hr
    50 - 249
    Bengaluru, India

    Services provided

    100% AI Development

    SandLogic Technologies is an AI firm. Based in Bengaluru, India, the team specializes in Artificial Intelligence and AI Consulting.

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  • Serendipity AI Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    London, England

    Services provided

    70% AI Development
    30% AI Consulting

    Serendipity AI is an AI company. They provide Artificial Intelligence and AI Consulting and are based in London, England.

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  • The Coffee Tech Logotype

    The Coffee Tech

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    60% AI Development
    30% Custom Software Development
    10% Web Development

    AI development company The Coffee Tech was launched in 2013. The team offers Artificial Intelligence and Custom Software Development.

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  • Machine Learning 1 Limited Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    50 - 249
    London, England

    Services provided

    85% AI Development
    14% Low/No Code Development
    1% BI & Big Data Consulting & SI

    Machine Learning 1 Limited is an AI company located in London, England and Lahore, Pakistan. Founded in 2021, the team focuses on Artificial Intelligence and BI & big data consulting & SI.

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  • AnaiLabs Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Baltimore, MD

    Services provided

    60% AI Development
    20% Custom Software Development
    10% Low/No Code Development +1 service
    10% Robotics Process Automation

    AI company AnaiLabs was launched in 2015. Based in Baltimore, Maryland, the team provides Artificial Intelligence and Custom Software Development.

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  • VIXION AI Logotype

    VIXION AI

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    80% AI Development
    5% AR/VR Development
    5% Custom Software Development +9 services
    2% Application Management & Support
    1% Application Testing
    1% BI & Big Data Consulting & SI
    1% Business Consulting
    1% Cloud Consulting & SI
    1% Document Digitization & Management
    1% Enterprise App Modernization
    1% IT Managed Services
    1% IT Strategy Consulting

    VIXION AI is an AI development company. Headquartered in Lahore, Pakistan, the agency was founded in 2020. Their services include Artificial Intelligence and Custom Software Development.

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  • Chatbot.Boutique Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Kyiv, Ukraine

    Services provided

    100% AI Development

    Chatbot.Boutique is an AI company. They are headquartered in Kyiv, Ukraine and have small team of experts. Their services include Artificial Intelligence and AI Consulting.

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  • ZK-Digital Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    50 - 249
    Тошкент, Uzbekistan

    Services provided

    50% AI Development
    50% Custom Software Development

    ZK-Digital is a software development firm and artificial intelligence firm. The Тошкент, Uzbekistan-based agency specializes in Custom Software Development and Artificial Intelligence.

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  • Noldev Logotype

    Noldev

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    40% Generative AI
    20% AI Consulting
    20% AI Development +1 service
    20% Custom Software Development

    Noldev is a Generative AI company established in 2022. Their team provides Generative AI and Custom Software Development.

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At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.

Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.

Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.

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Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 Quytech
2 NineTwoThree AI Studio
3 blackthorn.ai
4 fxis.ai
5 Neoteric
6 BlueLabel
7 STX Next
8 DigitalSuits
9 tkxel
10 Valere
11 Fingent
12 Osedea
13 ServReality
14 Edvantis
15 Opinov8 Digital and Engineering Solutions

List of the Best Artificial Intelligence Companies

  3. blackthorn.ai Logotype

    blackthorn.ai

    $5,000+
    $25 - $49 / hr
    10 - 49

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  5. Neoteric Logotype

    Neoteric

    $10,000+
    $50 - $99 / hr
    50 - 249
    Gdańsk, Poland

    Ability to deliver

    39.3/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  8. DigitalSuits Logotype

    DigitalSuits

    $5,000+
    $25 - $49 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  9. tkxel Logotype

    tkxel

    $10,000+
    $25 - $49 / hr
    250 - 999
    Reston, VA

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  10. Valere Logotype

    Valere

    $75,000+
    $50 - $99 / hr
    50 - 249
    Marlborough, MA

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  11. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  12. Osedea Logotype

    Osedea

    $50,000+
    $100 - $149 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  13. ServReality Logotype

    ServReality

    $50,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    38.7/40.0
    20/20 Reviews
    9.1/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  14. Edvantis Logotype

    Edvantis

    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  15. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    38.5/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  16. Rootquotient Logotype

    Rootquotient

    $10,000+
    $50 - $99 / hr
    50 - 249
    Toronto, Canada

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  17. CodeNinja Logotype

    CodeNinja

    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Ability to deliver

    38.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.4/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  19. The NineHertz Logotype

    The NineHertz

    $25,000+
    $50 - $99 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    39.2/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  21. BotsCrew Logotype

    BotsCrew

    $10,000+
    $50 - $99 / hr
    50 - 249
    San Francisco, CA

    Ability to deliver

    38.1/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    100% AI Development
    View Profile Visit Website
  23. Deviniti Logotype

    Deviniti

    $25,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

    37.9/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  24. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  25. Scopic Logotype

    Scopic

    $10,000+
    $50 - $99 / hr
    250 - 999
    Marlborough, MA

    Ability to deliver

    38.7/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  26. RebelDot Logotype

    RebelDot

    $100,000+
    $50 - $99 / hr
    250 - 999
    Cluj-Napoca, Romania

    Ability to deliver

    37.8/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  27. AnyforSoft Logotype

    AnyforSoft

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sarasota, FL

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  28. Qubika Logotype

    Qubika

    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  30. Antier Logotype

    Antier

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    38.5/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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When AI Determines Strategy: Turning Algorithms Into Real Decisions

Updated March 31, 2026
Ryan Walton

How teams actually use AI in strategy, moving from dashboards to decisions, spotting early signals, and turning models into measurable outcomes without...

Artificial Intelligence Thought Leadership
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The Emerging Relationship Between Social Media and AI

Updated March 11, 2026
Anna Peck

As more customers rely on AI for recommendations, discover how AI-driven social discovery can make your content more visible.

Artificial Intelligence Lead Generation
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How to Protect Yourself from AI Scams

Updated February 26, 2026
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AI scams are getting harder to detect. Learn how to protect yourself with these practical steps.

Artificial Intelligence Thought Leadership

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:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

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.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. 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.

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