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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, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 25, 2025
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15 Leaders 15 Contenders

17,864 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 82 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    10% AI Development
    10% CRM Consulting and SI
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development
    10% Unified Communications Consulting & SI

    Simform is a technology services company specializing in mobile app development, web development, and custom software solutions. According to reviews, 100% of clients praise their expert technical knowledge, timely project delivery, and exceptional communication skills. Clients consistently report satisfaction with their professional approach and ability to adapt, often highlighting Simform's effective project management and collaborative problem-solving abilities.

    See all 82 projects

    Reviews mention Unique expertise

    Clients consistently praised Simform for their unique expertise, particularly in cloud engineering and backend development. One client highlighted the team's impressive technical skills and dedication, stating they played a crucial role in delivering AI-driven features and maintaining project timelines. Another noted their ability to navigate complex challenges and provide tailored solutions, showcasing their deep technical knowledge. Overall, the sentiment reflects a strong appreciation for Simform's professionalism, responsiveness, and the ability to deliver high-quality outcomes.
    • Portfolio Mgmt System QA for Investment Mgmt App Dev Company
      4.0 May 15, 2023

      They delivered their services on time and with great expertise and insights. Their responsiveness was also highlighted as a unique aspect of their service.

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

      Their expertise sets them apart. I find it hard to believe there’s another organization with as many talented, hardworking people as Simform. Also, they’re not just there to code for an hourly basis, they really care about the projects we work on.

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    • Web & Mobile App Dev for Optometry Clinics Network
      5.0 Dec 8, 2025

      What stood out most was their ability to combine deep technical expertise with clear, structured communication. They did not simply gather requirements. They helped us think through complex problems, asked the right questions, and translated our challenges into practical solutions we could act on. Their team came prepared, understood our business quickly, and collaborated with us rather than just executing tasks. That balance of technical depth, thoughtful discovery, and genuinely strong communication is what made them unique.

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    7 of 10 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 10 times in the past 6 months

    Recent reviews of Simform reflect overwhelmingly positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team's responsiveness and ability to meet project milestones on time. Specific feedback includes a seamless integration of resources, effective collaboration during complex problem-solving, and a proactive approach to client needs. Notable mentions include a well-structured discovery phase and a commitment to delivering high-quality results without hidden costs. Overall, clients highly recommend Simform for their reliable and thoughtful partnership.
    Read 10 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (2)

    What Clients Have Said

    Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.
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    United States (48) 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

    10% AI Development
    10% AR/VR Development
    10% Blockchain +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    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 Timely

    Overall sentiment regarding Innowise's timeliness is overwhelmingly positive, with multiple clients praising their ability to meet deadlines consistently. For instance, one client noted, "They hit every deadline and were quick to pivot whenever we needed changes," while another remarked, "They consistently met deliverable dates with minimum bugs." Additionally, a client highlighted, "Their project management was good - everything was delivered on time, and the team was responsive and easy to work with." This feedback underscores Innowise's reliability in project delivery and responsiveness to client needs.
    • Blockchain Dev Staff Augmentation for Blockchain Dev Company
      5.0 Sep 18, 2024

      Their project management was great: they kept everything on time, were very responsive to our requests, and took initiative with any concerns.

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    • DevOps Services for Real Estate-Oriented AI-Driven Platform
      5.0 Aug 19, 2024

      Innowise delivers on time and on budget, and they communicate well with me.

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    • Website Revamp for Design Agency
      5.0 Aug 8, 2024

      The whole process went smoothly and efficiently because they delivered everything on time.

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    • Staff Aug, Blockchain & E-Commerce Dev for Software Company
      5.0 Jul 25, 2024

      We had a positive collaboration with Innowise, and they delivered all tasks ahead of the deadline.

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    • AI Tool Development & Implementation for Virtual Power Plant
      5.0 Jul 22, 2024

      They always delivered outcomes on time, we held two 1-to-1 meetings every week and they managed to present the requested results in every meeting, exceeding our expectations.

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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for Innowise has been overwhelmingly positive. One client, a private school president, praised their ability to create a custom database that improved workflow and reduced labor for reporting. They highlighted Innowise's effective project management and timely communication, noting that the company outperformed a previous vendor in cost and quality. Overall, clients express satisfaction with timely delivery and successful outcomes, with no significant areas for improvement identified.
    Read 1 Recent Review

    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 67 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 software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.

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    1 of 2 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight their exceptional capability in AI development and project management. Clients reported significant efficiency improvements, with one noting a reduction in task durations from 40–45 minutes to just 10–12 minutes. Feedback emphasized their professionalism and ability to meet deadlines, although some suggested enhancing communication with non-technical teams. Overall, client sentiment is overwhelmingly positive, with satisfaction regarding results and ongoing collaborations.
    Read 2 Recent Reviews

    Industry Experience

    BlueLabel has demonstrated expertise across various industries, including Healthcare, Agriculture, Insurance, and Financial Services. Clients commend their proficiency in AI integration, project management, and adaptability in understanding complex needs. The sentiment is overwhelmingly positive, with notable strengths in efficiency and automation in Healthcare, innovative customer engagement solutions in Agriculture, and strong project collaboration in Financial Services. Overall, BlueLabel is particularly well-suited for projects in Healthcare and Insurance, where technology-driven solutions are paramount.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (24) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's overall cost and value for money is predominantly positive. Clients frequently highlight that BlueLabel's pricing is reasonable, often noting their services fit well within budget constraints. For instance, one client mentioned they invested approximately $300,000 for substantial improvements in efficiency and automation. Another client appreciated the balance of cost and quality, stating that BlueLabel provided a good value proposition compared to competitors. Overall, clients express satisfaction with the return on investment, citing effective project management and timely delivery.
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    United States (64) Thailand (1) United Arab Emirates (1)
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  • Aquadsoft Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    10% Custom Software Development
    10% Low/No Code Development +10 services
    10% Mobile App Development
    10% Wearable App Development
    10% Web Development
    5% Blockchain
    5% E-Commerce Development
    5% Enterprise App Modernization
    5% IoT Development
    5% Pay Per Click
    5% Search Engine Optimization
    5% Social Media Marketing

    Aquadsoft, a mobile application development firm, provides Mobile App Development and Artificial Intelligence. The firm is in Noida, India and Noida, India.

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  • TechConsultivo Logotype

    TechConsultivo

    Not yet reviewed

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

    Services provided

    20% Custom Software Development
    20% Web Development
    10% AI Consulting +5 services
    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI
    10% IT Staff Augmentation
    10% Mobile App Development

    Software development firm TechConsultivo was launched in 2020. The agency provides Custom Software Development and Web Development, and is small.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 21 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    30% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +2 services
    15% Mobile App Development
    10% IT Staff Augmentation

    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 21 projects

    Reviews mention Easy to work with

    Clients consistently highlight Azumo's ease of collaboration, noting their strong interpersonal skills and effective communication. One client, the CTO of Big Run Studios, emphasized the positive working relationship established through prior engagements, stating, 'The people are great, simple as that.' Additionally, the onboarding of a part-time project manager helped streamline workflows, further enhancing the partnership. Overall, the sentiment surrounding Azumo's approachability and professionalism is overwhelmingly positive.
    • Data Strategy & Analytics for Mobile Game Company
      5.0 Feb 7, 2022

      The workflow started quite smoothly as we were all fairly heads down on the different pieces. This is when we onboarded the part time project manager from Azumo, and now we're back to smooth sailing as he has been able to funnel the requests into a prioritized funnel. The people are great, simple as that. They are all great to work with and excellent at their jobs.

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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 Proactive

    Clients have consistently highlighted WillowTree, Inc.'s proactive approach, noting their ability to identify and implement improvements to projects. One client emphasized that the team was 'proactive when they saw a way to improve our product,' showcasing their commitment to enhancing outcomes. Overall, the sentiment is highly positive, with clients appreciating their proactive communication and timely delivery, which contributed to successful project management and satisfaction with the final product.
    • Mobile App Dev for Data Science Clinic
      5.0 May 23, 2018

      They were excellent communicators. They were reactive when needed, and they were proactive when they saw a way to improve our product. They met all of our deadlines, and they ensured that we were getting their best work.

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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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    Vention Logotype

    Vention

    4.9 98 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Services provided

    30% Custom Software Development
    10% AI Agents
    10% AI Development +5 services
    10% AR/VR Development
    10% Blockchain
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Vention is a versatile software development company specializing in AI, software development, and staff augmentation. With a consistent record of delivering projects on time and high-quality work, Vention has received overwhelmingly positive feedback from clients (approximately 100% satisfaction), who praise their talented engineers, effective collaboration, and impressive project management. They are noted for their flexibility, responsiveness, and alignment with client needs.

    See all 98 projects

    Reviews mention Reasonable pricing

    Overall, clients express a positive sentiment regarding iTechArt's reasonable pricing. One client noted the 'quality of engineers for price' as impressive, while another highlighted the 'competitive' pricing and transparency in billing. A CTO emphasized the challenge of finding senior talent at a reasonable cost, praising iTechArt for providing access to experienced engineers without the typical financial burden. This consistent feedback suggests that iTechArt offers valuable services at favorable rates, making them a strong choice for budget-conscious projects.
    • Mobile App & Web Development for Social Media Platform
      5.0 May 1, 2023

      I’m most impressed with iTechArt Group’s top-notch work value, considering their price. Sometimes getting this quality of work is more expensive, and iTechArt Group provides excellent value to our company — their integrity is unique.

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    • Supplementary Architecture Dev for IoT Startup
      5.0 Jun 23, 2017

      The biggest differentiator for me, as a hiring manager in Boston, is being able to have access to senior people with experience at a reasonable price. This is almost impossible to find, but iTechArt has done a good job of building a large team that can scale along with a company and offering the right talent.

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    Industry Experience

    Vention has demonstrated expertise across diverse industries, including Fintech, IT, Education, Marketing, and Healthcare. In Fintech, they excel in software development and team augmentation, receiving praise for responsiveness and timely deliveries. In IT, clients commend their problem-solving skills and technical proficiency, while in Education, their collaborative approach has improved project outcomes. Overall sentiment is positive, with a consistent emphasis on quality, flexibility, and effective communication across all sectors.

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    Select Industry to see insights

    Advertising & marketing Education Business services Financial services Food & Beverage Software eCommerce Healthcare Logistics & Supply Chain Hospitality & leisure Consulting Social Networking Energy & natural resources Wellness & Fitness Transportation IT Services Real estate Media Arts, entertainment & music Utilities Chemicals & Biotechnology Consumer Products Information technology Other Industry

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $200,000 to $999,999 (17) $10,000 to $49,000 (11) $1,000,000 to $9,999,999 (7) $10,000,000 + (1)

    What Clients Have Said

    Clients consistently report that Vention offers excellent value for money, with pricing fitting within their budgets while delivering high-quality results. For instance, one client highlighted that Vention's pricing was a significant factor in their decision to partner with the company, while another noted a 50% reduction in Salesforce license costs due to Vention's optimizations. Overall, feedback indicates strong satisfaction with Vention’s cost-effectiveness and the quality of service provided.
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    View projects from:

    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • Jashka Information Private Limited Logotype

    Not yet reviewed

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

    Services provided

    20% Cybersecurity
    20% IT Managed Services
    20% IT Strategy Consulting +4 services
    15% AI Development
    10% Application Management & Support
    10% Cloud Consulting & SI
    5% AI Consulting

    Jashka Information Private Limited is an IT strategy consulting company. Their team is based in Hyderabad, India. The firm specializes in IT strategy consulting and Cybersecurity.

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  • Ravviolabs Technologies Private Limited Logotype

    Ravviolabs Technologies Private Limited

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    Headquartered in Ghaziabad, India, Ravviolabs Technologies Private Limited is a custom software development firm. Their services include Custom Software Development and Web Development.

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  • Yourstechhub Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Karachi, Pakistan

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    Yourstechhub is a cloud consulting & SI company. They are based in Karachi, Pakistan, and their services include cloud consulting & SI and Custom Software Development.

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  • Ontenet Digital Ltd. Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49
    Dhaka, Bangladesh

    Services provided

    20% AI Development
    20% Branding
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    Branding company Ontenet Digital Ltd. Is located in Dhaka, Bangladesh and London, England. The team focuses on Branding and Custom Software Development.

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  • Softifyme Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Islamabad, Pakistan

    Services provided

    25% IoT Development
    20% Mobile App Development
    15% Custom Software Development +5 services
    10% AI Development
    10% API Development
    10% Low/No Code Development
    5% Application Management & Support
    5% E-Commerce Development

    Softifyme is an IoT development company. They were launched in 2021 and specialize in IoT development and Mobile App Development.

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  • Featured

    What are Featured Providers?

    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 Collaborative

    Overall, the sentiment regarding collaboration with December Labs and Moove It is highly positive. Clients emphasized their proactivity and willingness to engage in constructive feedback. For instance, December Labs is noted for integrating seamlessly into teams and being responsive during meetings, fostering a collaborative environment. Similarly, Moove It is praised for treating projects as their own, actively questioning directions and offering alternative solutions. Clients consistently highlighted the teams' dedication to communication and teamwork, reinforcing their effectiveness in collaborative settings.
    • OTT Global Launch Support for Streaming Service
      5.0 Nov 19, 2020

      The culture, the people, the personalities and the interest in aligning towards a common goal with our larger business. Moove it became an extension of our business and it never felt like a vendor.

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    • Web & App Dev for Apartment Concierge Platform
      5.0 Oct 18, 2018

      It was a collaborative process, and we mostly used Trello for project management. They took ownership of the project and made sure it was a success. That's something you don't see often from a contractor. They're still part of our team.

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    • Mobile App Dev for Breast Cancer Detection Startup
      5.0 Aug 9, 2018

      They take ownership of the product and are a part of the team. They are available at all hours and their level of commitment and engagement is very high. They understand our philosophy and are willing to argue their points and make improvements. They operate as an extension of our startup.

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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.

    Read All Reviews

    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.
    Read All Reviews

    More responsive than most other service providers

    Qubika 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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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 24 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 versatile software development company specializing in UI/UX design, website development, and mobile app development. Across the reviews, 100% of clients commend their technical expertise and reliability in delivering projects on time. Clients highlight their exceptional communication, constructive problem-solving, and alignment with client values. Some note minor areas for improvement, such as project management efficiency and internet connectivity during meetings, but overall satisfaction is high.

    See all 24 projects
    2 of 2 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 2 times in the past 6 months

    In the last six months, clients have praised Phaedra Solutions for their technical expertise and responsiveness, noting a 30% faster user onboarding and a 40% reduction in manual tasks due to effective automation. One client highlighted their impressive project management and clear communication, while another acknowledged the need for improvement in project management. Overall, the sentiment is positive, with clients expressing satisfaction and noting the company's ability to deliver high-quality results tailored to their needs.
    Read 2 Recent Reviews

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Software, Nonprofit, Legal, Retail, Advertising & Marketing, IT Services, and Energy. Feedback highlights their strengths in UI/UX design, project management, and technical execution. Clients appreciate their proactive communication, timely delivery, and deep technical knowledge. Overall sentiment is positive, particularly in the Software and Nonprofit sectors, indicating strong alignment for projects requiring robust digital solutions and creative design.

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    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages

    Average Project Cost Breakdown

    $10,000 to $49,000 (6) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients have consistently praised Phaedra Solutions for their affordability and value for money. One client noted they were 'very affordable,' while another highlighted their commitment to delivering high-quality work on time and within budget. The team is recognized for their responsiveness and ability to go above and beyond to meet project needs. Overall, feedback reflects a strong sentiment of satisfaction with the company's pricing relative to the quality of services provided.
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    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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    LANARS Logotype

    LANARS

    5.0 14 reviews
    $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 versatile app and software development company with expertise in mobile and web platforms, backend integration, and IoT solutions. Their reviews emphasize high-quality deliverables, skilled communication, and effective project management. Over 90% of feedback highlights LANARS' commitment to timelines and adaptability, with clients praising their problem-solving capabilities and dedication, even under challenging circumstances like geopolitical issues.

    See all 14 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have expressed positive sentiments towards LANARS, highlighting their skilled team and effective project management. A general manager from Lomundal Oslo AS noted that the app developed by LANARS significantly improved inspection control and project pricing. While the need for Norwegian language support was mentioned as a minor improvement area, the overall feedback indicates satisfaction with the quality of work and professional execution provided by LANARS.
    Read 1 Recent Review

    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, Financial Services, Information Technology, Construction, and Business Services. Clients commend their adaptability, strong project management, and technical proficiency, especially in app development and cloud integration. Overall sentiment is positive, with notable strengths in communication and timely deliverables, making them a suitable partner for projects in tech-driven environments and service-oriented sectors.

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    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients generally perceive LANARS as offering strong value for money, often highlighting their competitive pricing and quality of work. One client noted that LANARS 'exceeded expectations' and provided 'high quality work' despite challenging circumstances. Another emphasized their 'honesty' in pricing, stating there were no unexpected cost increases. Overall, feedback reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing LANARS's reputation as a reliable partner for various projects.
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    View projects from:

    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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  • TJCG Pvt Ltd Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    50 - 249
    Rajkot, India

    Services provided

    20% AI Development
    20% DevOps Managed Services
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    TJCG Pvt Ltd is a technology partner specializing in MVP development, custom software solutions, and white-label product delivery. Our flagship 30-Day MVP Sprint helps startups and agencies launch

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  • Voiser Logotype

    5.0 6 reviews
    Undisclosed
    < $25 / hr
    10 - 49
    İstanbul, Türkiye

    Services provided

    50% Audio Production
    30% Transcription
    20% AI Development

     Voiser is a cutting-edge software that offers two powerful features: text-to-speech and speech-to-text.  With Voiser text-to-speech, you can easily convert any text into natural-sounding

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  • Featured

    What are Featured Providers?

    Krazimo Logotype

    Krazimo

    5.0 8 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    10 - 49
    Bengaluru, India

    Services provided

    35% AI Development
    25% Generative AI
    10% AI Consulting +3 services
    10% API Development
    10% Microservices Architecture Services
    10% Web Development

    Krazimo is a technology development and consultancy firm specializing in advanced AI and Web3 solutions. With a focus on AI-driven projects, such as real-time data integration and scalable SaaS platforms, they deliver high-quality outcomes, praised by clients for their adaptability and effective project management. Review feedback is overwhelmingly positive, with no significant negative remarks, highlighting their technical expertise and customer-centric approach.

    See all 8 projects

    Industry Experience

    Krazimo demonstrates strong expertise in the Information Technology, Education, Research, and Software industries, delivering impactful solutions such as AI-driven systems and secure platforms. Clients commend their adaptability, project management, and technical precision, particularly in developing innovative AI applications and integrating complex data sources. Overall sentiment is highly positive, with clients noting effective communication and a deep understanding of user experience and domain-specific needs, making Krazimo a suitable partner for projects in tech and education sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $10,000 to $49,000 (2)

    What Clients Have Said

    Krazimo is consistently recognized for providing excellent value for money, with clients noting that their pricing aligns well with project budgets. One client emphasized that Krazimo's pricing fit their budget while delivering good value. Another highlighted the company's ability to deliver high-quality results while maintaining a cost-effective approach. Overall, feedback suggests strong client satisfaction regarding the balance of cost and the quality of deliverables, reinforcing Krazimo's reputation as a reliable partner.
    Read All Reviews

    More responsive than most other service providers

    Krazimo 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 (3) Canada (1) India (1) Latvia (1) Singapore (1)
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    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 Professional

    Clients consistently commend Imobisoft for their professionalism and commitment to project timelines. Notably, a CTO highlighted their punctual deliverables and proactive communication regarding potential delays. An executive from Cathedral Property Management praised their ability to simplify complex processes, enhancing overall efficiency. Additionally, the managing director of Icare Coventry emphasized their prompt resolution of issues and adherence to agreed-upon costs. Overall, the sentiment is overwhelmingly positive, with clients expressing satisfaction and a desire to recommend their services.
    • UI/UX Design for Food & Beverage Co
      5.0 Dec 27, 2023

      Their deliverables were always on time; professional and always informed Lugmety if there were was going to be time delay. The most impressive aspects of the company include their professionalism, attention to detail, documentation, commitment, and work ethic.

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    • Custom Web Dev for Creative Firm
      5.0 May 26, 2022

      Imobisoft’s project management has been excellent. I can rely on them to join our meetings, ask the right questions, and professionally handle complex technologies. Additionally, they’re trustworthy, transparent, honest, and ethical.

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    • Custom Software Development for Real Estate Company
      5.0 Mar 30, 2022

      Training new staff has become easier, which increases our professionalism because people see it as having everything under control. The system defines our processes, allowing us to onboard staff more efficiently. Overall, the system has made our jobs more efficient.

      Read Full Review
    • Mobile App Development for Health Care Provider
      5.0 Oct 4, 2021

      Project management is good, and they’re highly professional and committed. Imobisoft is in real-time contact with us. If there are any problems, we’re the first ones to know. They’re very likable and lovely people. Overall, they meet our expectations and are professional.

      Read Full Review
    Read All Reviews
    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, Imobisoft has received positive feedback for their expertise in software development and project management. Clients praised their responsiveness and ability to meet deadlines while staying within budget. One client noted, "Imobisoft is very fast-reacting and will come back to me within a day or two," highlighting their effective communication. Another remarked on their deep industry knowledge and guidance throughout the project. Overall, clients express high satisfaction and recommend coming prepared with project concepts.
    Read 2 Recent Reviews

    Industry Experience

    Imobisoft has demonstrated expertise across various industries, including Information Technology, Food & Beverage, Healthcare, and Legal. Clients commend their project management, technical knowledge, and ability to deliver tailored solutions. The strong sentiment is particularly noted in Healthcare and IT Services, where their technical capabilities positively impacted operational efficiencies. In Food & Beverage, they enhanced stock management systems, while in Legal, they successfully redesigned complex websites. Overall, their impact is favorable, making them a strong candidate for clients in these sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Food & Beverage Legal Nonprofit IT Services Business services Design Real estate Healthcare Manufacturing Education Transportation Energy & natural resources

    View projects from:

    England (11) Saudi Arabia (1)
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    Tallium Inc. Logotype

    Tallium Inc.

    4.9 38 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    35% Custom Software Development
    20% UX/UI Design
    15% Mobile App Development +5 services
    10% Web Development
    5% AI Development
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% IT Staff Augmentation

    Tallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.

    See all 38 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the last six months, client feedback on Tallium Inc. has been overwhelmingly positive, highlighting exceptional project management and strong technical expertise. Clients noted timely deliveries and effective communication, with one CEO stating, "Tallium became our strongest and most reliable collaboration." Another client emphasized their deep technical understanding, while a PR Director praised their partnership approach and quality of output. Overall, clients expressed satisfaction with outcomes and reported no significant areas for improvement.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) $50,000 to $199,999 (9) $200,000 to $999,999 (4) Less than $10,000 (2) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently highlight Tallium Inc.'s value for money, noting their competitive pricing and high-quality deliverables. One client remarked on their 'good value for cost,' while another appreciated that their pricing 'fit our budget.' Overall sentiment indicates that clients feel they receive exceptional service and expertise relative to the investment made, reinforcing Tallium's reputation as a cost-effective partner for complex projects.
    Read All Reviews

    More responsive than most other service providers

    Tallium Inc. 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 (7) Ukraine (6) England (4) Sweden (4) Germany (3) Canada (2) Mauritius (1) Romania (1) Malta (1) Switzerland (1) Kenya (1) Kazakhstan (1) Hong Kong (1)
    View Profile Visit Website
  • Paradigm Logotype

    Paradigm

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    15% UX/UI Design
    15% Web Development
    10% AI Consulting +7 services
    10% AI Development
    10% Branding
    10% Graphic Design
    10% Logo
    10% Web Design
    5% Print Design
    5% Video Production

    Print design agency Paradigm Japan is in Shinagawa City, Japan. They specialize in Print Design and Video Production and were launched in 1992.

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  • ePATHUSA, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    West Des Moines, IA

    Services provided

    30% Cloud Consulting & SI
    20% AI Development
    15% IT Staff Augmentation +5 services
    15% Web Design
    5% Mobile & App Marketing
    5% Pay Per Click
    5% Search Engine Optimization
    5% Social Media Marketing

    Launched in 2005, ePATHUSA, Inc. Is a cloud consulting & SI company. The agency offers cloud consulting & SI and Artificial Intelligence, and is small.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

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

    Services provided

    50% Custom Software Development
    20% Web Development
    10% AI 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
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the past six months, Leobit has received positive feedback from multiple clients, highlighting their strong project management and technical expertise. A CEO noted their ability to deliver projects ahead of schedule and appreciated their innovative ideas. The Development Director of Asprey Management Solutions praised their flexibility and thorough documentation during a software migration. Overall, clients expressed satisfaction with timely deliverables and effective communication, indicating that Leobit consistently meets or exceeds expectations.
    Read 4 Recent Reviews

    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)
    View Profile Visit Website
    Ahex Technologies Logotype

    Ahex Technologies

    4.9 50 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

    20% Custom Software Development
    15% Mobile App Development
    15% Web Development +5 services
    10% AI Consulting
    10% AI Development
    10% ERP Consulting and SI
    10% Generative AI
    10% IT Staff Augmentation

    Ahex Technologies is a versatile IT solutions provider specializing in custom software, web, and mobile application development across various industries. With a focus on quality, innovation, and client satisfaction, they consistently deliver projects on time and within budget. Approximately 90% of reviews highlight their responsiveness and flexibility, while 80% commend their project management skills, underscoring their strong capabilities in meeting diverse client needs.

    See all 50 projects

    Industry Experience

    Ahex Technologies has garnered positive feedback across a diverse range of industries, including IT Services, Government, Software, Education, Healthcare, and more. Clients commend their expertise in custom software development, timely delivery, and proactive communication. The IT and Software sectors particularly highlight their ability to deliver innovative solutions and maintain high-quality standards. In Government and Healthcare, Ahex is noted for their responsiveness to compliance and user experience needs. Overall, their strengths lie in agile methodologies and adaptability, making them a strong contender for projects across various sectors.

    Read All Reviews

    Select Industry to see insights

    Financial services IT Services Government Software Information technology Real estate Business services Education eCommerce Hospitality & leisure Healthcare Energy & natural resources Consulting Retail Advertising & marketing Other Industry Human Resources

    Average Project Cost Breakdown

    $10,000 to $49,000 (20) $50,000 to $199,999 (8) Less than $10,000 (4) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently commend Ahex Technologies for delivering high-quality services at competitive prices, emphasizing their strong value for money. For instance, one reviewer noted that their pricing fit their budget while providing 'good value for cost.' Another client highlighted that the quality of work justified the costs, stating, 'the quality of work they provided for the cost they charge is really value for money.' Overall, the sentiment regarding cost-effectiveness and value remains positive across multiple reviews.
    Read All Reviews

    More responsive than most other service providers

    Ahex Technologies is 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:

    India (21) United States (13) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
    View Profile Visit Website
  • Bluecast Technologies Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    30% Mobile App Development
    20% AI Development
    20% Blockchain +3 services
    10% AR/VR Development
    10% Cybersecurity
    10% Web Development

    Bluecast Technologies is a Dubai, United Arab Emirates-based mobile application development company. They specialize in Mobile App Development and Artificial Intelligence and were established in

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  • IWM Network Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% IT Strategy Consulting
    15% Digital Strategy +6 services
    15% Web Development
    10% UX/UI Design
    5% Branding
    5% Business Consulting
    5% Cybersecurity
    5% Web Design

    IWM Network is an IT strategy consulting company. They are based in Skopie, North Macedonia. Their team offers IT strategy consulting and AI Consulting.

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  • GBSN Research Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Lisboa, Portugal

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Digital Strategy +2 services
    20% Market Research
    20% Social Media Marketing

    GBSN Research is a Market Research company. The Lisboa, Portugal-based team provides Market Research and Digital Strategy.

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  • Lateral - Australia Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Subiaco, Australia

    Services provided

    30% Custom Software Development
    30% Mobile App Development
    20% AI Development +1 service
    20% Cloud Consulting & SI

    Lateral - Australia, a custom software development company, is in Subiaco, Australia. They focus on Custom Software Development and Mobile App Development and were founded in 1986.

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  • Light Code Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Wrocław, Poland

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% Mobile App Development
    20% Web Development

    Software development firm Light Code is located in Wrocław, Poland. Founded in 2008, the team offers Custom Software Development and Artificial Intelligence.

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  • Codescraper Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    10% AI Development
    10% Blockchain
    10% Branding +7 services
    10% Custom Software Development
    10% Digital Strategy
    10% E-Commerce Development
    10% Logo
    10% Mobile App Development
    10% Web Design
    10% Web Development

    Codescraper is a Dubai, United Arab Emirates-based custom software development company. Established in 2019, the team focuses on Custom Software Development and Artificial Intelligence.

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  • Anybox Logotype

    Not yet reviewed

    $50,000+
    $150 - $199 / hr
    10 - 49
    Paris, France

    Services provided

    40% Web Development
    15% Cloud Consulting & SI
    15% ERP Consulting and SI +3 services
    15% IT Strategy Consulting
    10% AI Development
    5% BI & Big Data Consulting & SI

    Anybox, a web development company, was founded in 2010. The agency provides Web Development and IT strategy consulting.

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  • Meta Bytes Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    10 - 49
    Laholm, Sweden

    Services provided

    25% Custom Software Development
    20% AI Development
    20% IT Strategy Consulting +4 services
    15% Other IT Consulting and SI
    10% Blockchain
    5% Mobile App Development
    5% Product Design

    Custom software development firm Meta Bytes is headquartered in Laholm, Sweden. They specialize in Custom Software Development and IT strategy consulting.

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  • Estenda Solutions Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    10 - 49
    Wayne, PA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2 services
    20% Custom Software Development
    20% IT Strategy Consulting

    IT strategy consulting company Estenda Solutions was launched in 2003. The small team provides IT strategy consulting and BI & big data consulting & SI.

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  • Digital is Simple Logotype

    Digital is Simple

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    40% E-Commerce Development
    20% AI Development
    20% Enterprise App Modernization +2 services
    10% Mobile App Development
    10% Other Application Development

    Established in 2021, Digital is Simple is an e-commerce development firm. The team specializes in E-Commerce Development and Artificial Intelligence and is based in Gurugram, India.

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  • GBT Technologies, Inc. Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Santa Monica, CA

    Services provided

    20% Cloud Consulting & SI
    20% Cybersecurity
    20% Generative AI +2 services
    20% IoT Development
    20% Robotics Process Automation

    GBT Technologies, Inc. Is a small cloud consulting & SI company launched in 2009. Their services include cloud consulting & SI and Cybersecurity.

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  • PCH Innovations Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Berlin, Germany

    Services provided

    50% Robotics Process Automation
    25% Custom Software Development
    20% AI Consulting +1 service
    5% AR/VR Development

    PCH Innovations is a Robotics Process Automation company launched in 2005. The firm specializes in Robotics Process Automation and Custom Software Development.

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  • Webwers Cloudtech Private Limited Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Noida, India

    Services provided

    20% AI Development
    20% Call Center Services
    20% Custom Software Development +2 services
    20% Email Marketing
    20% SMS Marketing

    Webwers Cloudtech Private Limited, an Email Marketing company, was established in 2022. In Noida, India, the team provides Email Marketing and Custom Software Development.

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  • productOps, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Santa Cruz, CA

    Services provided

    20% AI Consulting
    20% API Development
    20% BI & Big Data Consulting & SI +2 services
    20% Custom Software Development
    20% IoT Development

    ProductOps, Inc. Is a small data analytics company launched in 2008. Their team focuses on BI & big data consulting & SI and Custom Software Development.

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  • Think201 Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Bengaluru, India

    Services provided

    20% AI Development
    20% Business Consulting
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Think201 is an user experience design company. The team offers UX/UI Design and Web Development, and the agency is headquartered in Bengaluru, India.

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  • Sxema 3D Logotype

    Sxema 3D

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    40% AR/VR Development
    10% AI Consulting
    10% AI Development +4 services
    10% Blockchain Marketing
    10% Graphic Design
    10% UX/UI Design
    10% Web Design

    Sxema 3D is an AR/VR development company. Their services include AR/VR development and Web Design.

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  • Smartraining Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Corporate Training & Coaching
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% UX/UI Design

    Smartraining, an user experience company, was founded in 2011. The agency offers UX/UI Design and Custom Software Development.

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  • DATA3 Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49
    Bristol, England

    Services provided

    40% BI & Big Data Consulting & SI
    40% Other IT Consulting and SI
    20% AI Consulting

    DATA3 is a Bristol, England-based data analytics company. The team focuses on BI & big data consulting & SI and other IT consulting and SI.

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  • NavyBits Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Tarablus, Lebanon

    Services provided

    20% AI Development
    20% ERP Consulting and SI
    20% Enterprise App Modernization +2 services
    20% Mobile App Development
    20% Web Development

    NavyBits is an ERP consulting and SI company. Their team is in Tarablus, Lebanon. The firm focuses on ERP consulting and SI and Web Development.

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  • Kbizsoft Solutions Pvt. Ltd. Logotype

    Kbizsoft Solutions Pvt. Ltd.

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Kbizsoft Solutions Pvt. Ltd. Is a small SEO services firm. They provide Search Engine Optimization and Web Development and were established in 2012.

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  • apHarmony Inc Logotype

    apHarmony Inc

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% E-Commerce Development
    20% IoT Development

    Software development company apHarmony Inc is located in Bartlett, Illinois. They provide Custom Software Development and E-Commerce Development.

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  • Penthara Technologies Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49
    Newark, DE

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Penthara Technologies, an IT strategy consulting company, offers IT strategy consulting and cloud consulting & SI. The agency is based in Newark, Delaware.

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  • Focused Logotype

    Not yet reviewed

    $100,000+
    $200 - $300 / hr
    10 - 49
    Chicago, IL

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% Enterprise App Modernization
    20% Mobile App Development

    Software development firm Focused was launched in 2018. The team specializes in Custom Software Development and Mobile App Development and is based in Chicago, Illinois and Denver, Colorado.

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  • Digitalegy Logotype

    Digitalegy

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% CRM Consulting and SI +2 services
    20% Digital Strategy
    20% Web Design

    Digitalegy is a Mexico City, Mexico-based Digital Strategy company. The team offers Digital Strategy and Web Design.

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  • Tribotz Logotype

    Tribotz

    Not yet reviewed

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

    Services provided

    20% Content Writing Services
    20% Digital Strategy
    20% Document Digitization & Management +3 services
    20% Graphic Design
    10% AI Consulting
    10% AI Development

    Based in Olympia, Washington and Olympia, Washington, Tribotz is a Digital Strategy company. They focus on Digital Strategy and Graphic Design and were launched in 2010.

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  • AlaMark Technologies Logotype

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    10 - 49
    The Colony, TX

    Services provided

    20% AI Consulting
    20% API Development
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    AlaMark Technologies is a custom software development firm. They specialize in Custom Software Development and Web Development and were established in 1999. The firm is based in The Colony, Texas.

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  • Apt Software Avenues Pvt Ltd Logotype

    Apt Software Avenues Pvt Ltd

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Testing
    20% Custom Software Development +2 services
    20% IoT Development
    20% Mobile App Development

    Apt Software Avenues Pvt Ltd, a software development firm, was founded in 1994. The team focuses on Custom Software Development and Mobile App Development and is in Kolkata, India.

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  • Shiv Aurica Logotype

    Shiv Aurica

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Application Management & Support
    10% Custom Software Development +7 services
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development

    Shiv Aurica, a social media marketing firm, was founded in 2025. The company provides Social Media Marketing and Search Engine Optimization.

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  • spectrics solutions Logotype

    spectrics solutions

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Web Design +3 services
    20% Web Development
    10% Other Digital Marketing
    10% Search Engine Optimization

    Web design agency spectrics solutions was founded in 2020. The agency provides Web Design and Web Development, and is small.

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  • Inner Reality Limited Logotype

    Inner Reality Limited

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    40% AR/VR Development
    10% AI Agents
    10% AI Consulting +4 services
    10% AI Development
    10% Advertising
    10% Branding
    10% Direct Marketing

    Inner Reality Limited is an AR/VR development company. The team offers AR/VR development and Advertising and is located in Cape Town, South Africa.

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  • Motilde Logotype

    Motilde

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    40% Engineering
    40% Unified Communications Consulting & SI
    20% AI Consulting

    Motilde is a small unified communications consulting & SI company established in 2012. Their team focuses on unified communications consulting & SI and Engineering.

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  • Trinzo Logotype

    Trinzo

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    30% Business Consulting
    10% AI Agents
    10% AI Consulting +5 services
    10% AI Development
    10% Compliance Consulting
    10% Logistics & Supply Chain Consulting
    10% Manufacturing Consulting
    10% Supply Chain Management

    Trinzo is a Business Consulting company. They are headquartered in Galway, Ireland and Boston, Massachusetts and have small team. They specialize in Business Consulting and Artificial Intelligence.

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  • relative.berlin Logotype

    relative.berlin

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49

    Services provided

    40% Video Production
    20% AR/VR Development
    20% Generative AI +1 service
    20% Graphic Design

    Established in 2016, relative.berlin is a small Berlin, Germany-based video production company. Their services include Video Production and Graphic Design.

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  • Zeno Bilisim Logotype

    Zeno Bilisim

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Application Testing +7 services
    10% Back Office Outsourcing
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Digital Strategy
    10% Mobile App Development
    10% Web Development

    Zeno Bilisim is a Digital Strategy company launched in 2013. Their services include Digital Strategy and cloud consulting & SI.

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  • Local Data Exchange Logotype

    Local Data Exchange

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% API Development
    20% BI & Big Data Consulting & SI +2 services
    20% Other Digital Marketing
    20% Search Engine Optimization

    Local Data Exchange is a San Diego, California-based SEO agency. Their services include Search Engine Optimization and Other Digital Marketing.

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  • Gulf Data International Logotype

    Gulf Data International

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Custom Software Development +2 services
    20% Cybersecurity
    20% IT Managed Services

    CRM consulting and SI company Gulf Data International was launched in 1983. The agency offers CRM consulting and SI and Cybersecurity.

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  • Tec-Tel Communications Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Marlboro Township, NJ

    Services provided

    20% AI Consulting
    20% Building Security Services
    20% Business Consulting +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Tec-Tel Communications, an AI Consulting company, is headquartered in Marlboro Township, New Jersey. Launched in 2010, the team offers AI Consulting and Building Security Services.

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  • Band of Techies Logotype

    Band of Techies

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Digital Strategy
    20% Graphic Design +2 services
    20% Social Media Marketing
    20% Web Development

    Band of Techies is a Digital Strategy company headquartered in Kakkoor, India. The team offers Digital Strategy and Social Media Marketing.

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  • DataSession s.r.o. Logotype

    5.0 1 review
    $5,000+
    $50 - $99 / hr
    2 - 9
    Prague, Czech Republic

    Services provided

    10% AI Consulting
    10% CRM Consulting and SI
    10% Custom Software Development +7 services
    10% E-Commerce Development
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    DataSession s.r.o. provides comprehensive web design, development, and service solutions, including customer and scheduling web portals. Overall, clients have praised their professionalism, adherence to deadlines, and the competence of their young, knowledgeable team. The company is highly regarded for delivering custom developments and maintaining clear and direct communication throughout the project lifecycle.

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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.

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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.

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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 STX Next
2 Quytech
3 eSparkBiz
4 Neoteric
5 BlueLabel
6 tkxel
7 blackthorn.ai
8 NineTwoThree AI Studio
9 Edvantis
10 fxis.ai
11 Fingent
12 Osedea
13 Valere
14 ServReality
15 HatchWorks AI

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

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

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  4. Neoteric Logotype

    Neoteric

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  7. 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
  9. 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

    40% AI Development
    60% 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. Valere Logotype

    Valere

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

    Ability to deliver

    38.7/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  14. 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
  19. Coherent Solutions Logotype

    Coherent Solutions

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Minneapolis, MN

    Ability to deliver

    38.2/40.0
    19.2/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  20. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

    38.9/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  22. 3 SIDED CUBE Logotype

    3 SIDED CUBE

    $50,000+
    $100 - $149 / hr
    50 - 249
    Bournemouth, England

    Ability to deliver

    37.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  23. SEROKELL Logotype

    SEROKELL

    $10,000+
    $50 - $99 / hr
    50 - 249
    Paris, France

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  24. Waverley Software Logotype

    Waverley Software

    $50,000+
    $50 - $99 / hr
    250 - 999
    Palo Alto, CA

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  25. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  26. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

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

    Service focus

    100% AI Development
    View Profile Visit Website
  27. 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
  28. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    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
  29. Digica Logotype

    Digica

    $10,000+
    $50 - $99 / hr
    50 - 249
    Manchester, England

    Ability to deliver

    37.6/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  30. Antier Solutions Logotype

    Antier Solutions

    $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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Updated December 16, 2025
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Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

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Artificial Intelligence Development Company FAQs

Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:

  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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