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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

17,866 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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    Read All Reviews
    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

    Industry Experience

    Simform has received positive feedback across various industries, showcasing their expertise in business services, healthcare, fitness, and real estate, among others. Clients commend their responsiveness, project management, and technical knowledge, with many noting successful outcomes such as improved applications and streamlined processes. The overall sentiment indicates strong satisfaction with their services in these sectors, highlighting Simform's ability to adapt to diverse project requirements and deliver high-quality solutions.

    Read All Reviews

    Select Industry to see insights

    Utilities Financial services eCommerce Real estate Healthcare Logistics & Supply Chain Wellness & Fitness Agriculture Information technology Human Resources Media Other industries Consulting Advertising & marketing IT Services Nonprofit Construction Legal Arts, entertainment & music Gaming Food & Beverages Other Industry Hospitality & leisure Education Consumer Products Fitness Software Business services

    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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    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
    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

    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 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.

    See all 67 projects
    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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  • Net17 Solutions Logotype

    Net17 Solutions

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Generative AI
    20% IT Managed Services +2 services
    20% Mobile App Development
    20% Web Development

    Net17 Solutions is an IT managed services company. Their small team is headquartered in Jammu, India and offers IT managed services and Web Development. The firm was established in 2024.

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  • Vaarta Analytics Logotype

    Not yet reviewed

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

    Services provided

    30% BI & Big Data Consulting & SI
    20% AI Development
    20% Generative AI +2 services
    20% IT Managed Services
    10% Business Consulting

    Data analytics company Vaarta Analytics was launched in 2024. The agency specializes in BI & big data consulting & SI and IT managed services, 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 Exceptional performance

    The feedback from clients highlights Azumo's exceptional performance in software modernization and development. One CEO noted their ability to quickly address critical issues, stating that the solution provided was stable, scalable, and allowed them to focus on their core business. Clients praised Azumo for their personable, efficient, and knowledgeable approach, emphasizing their customer-oriented service and expertise in technology architecture, with no suggestions for improvement provided.
    • Alexa Skill Development for Episcopal Seminary
      5.0 Mar 13, 2019

      Their work was incredible. The Skill launched six days ago. Already an average of 21 people a day are praying with Alexa using our Skill. Azumo not only understood what we wanted, but they did it for a small fraction of the cost.

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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 Azumo has been overwhelmingly positive, highlighting their expertise in designing conversational applications and aligning resources effectively. A director from nlx.ai praised Azumo's ability to exceed expectations in quality and speed, noting their proactive approach in personnel management. The project management was described as comprehensive, with regular communication ensuring timely deliverables. Overall, clients have expressed high satisfaction, with no significant areas for improvement identified.
    Read 1 Recent Review

    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

    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 Transparent

    Clients consistently commend iTechArt Group for their transparency throughout the project lifecycle. One CEO noted their 'excellent' project management and clear communication, stating, 'we felt they were part of our staff.' Another client highlighted their 'accurate estimates up front' and proactive approach to challenges, ensuring they were never left in the dark. Overall, feedback reflects a strong sentiment of trust and clarity in the company's dealings, reinforcing their commitment to transparency in client relationships.
    • Web3 Custom Software Development for Software Company
      5.0 Apr 19, 2023

      We had close and clear communication with iTechArt Group — we felt they were part of our staff. Be transparent and straightforward about your project’s requirements, and iTechArt Group will perform a great job and give you the best possible delivery.

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    • Data Analytics Dev for Analytics Company
      5.0 Jan 17, 2019

      The iTechArt Group team was very transparent, providing accurate estimates up front. If there was a problem, they alerted us days in advance and promptly addressed it. We never felt like we were in the dark.

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    • MVP Software Dev for Call Startup
      5.0 Sep 24, 2018

      They were transparent with billing. Everything was top notch, from their professionalism and customer service to their billing structure. If I ever use a service like this again, they will be my first and only call.

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    1 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews of Vention reflect a highly positive sentiment, highlighting their exceptional engineering talent and responsiveness. Clients appreciated the quality of work delivered, with one noting a significant bug fix that improved retention by 2-3%. Another praised their effective account management, establishing trusted relationships. Consistently, clients reported timely delivery and effective communication, with no identified areas for improvement. Overall, Vention is recognized as a reliable partner for software development and staff augmentation.
    Read 3 Recent Reviews

    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.
    Read All Reviews

    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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  • Encoros Logotype

    Encoros

    Not yet reviewed

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

    Services provided

    25% AI Development
    20% Mobile App Development
    20% Product Design +2 services
    20% Web Development
    15% Generative AI

    Encoros is an artificial intelligence firm. Their small team of employees is in Prayagraj, India. Their team focuses on Artificial Intelligence and Product Design.

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  • Kailos Marketing Lab Logotype

    Kailos Marketing Lab

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Digital Strategy
    20% Fractional CMO Services +2 services
    20% Generative AI
    20% Web Design

    Kailos Marketing Lab is a Digital Strategy company launched in 2025. The small team focuses on Digital Strategy and Web Design.

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  • Fintervue Logotype

    Fintervue

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Recruiting +2 services
    20% Staffing
    20% Talent Representation

    AI firm Fintervue was established in 2025. The team provides Artificial Intelligence and Staffing.

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  • ScoutHouse Talent Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Austin, TX

    Services provided

    20% AI Consulting
    20% Executive Search
    20% Generative AI +2 services
    20% Recruiting
    20% Recruitment Process Outsourcing

    ScoutHouse Talent is a small Austin, Texas-based Executive Search company. Their services include Executive Search and Recruiting.

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  • AI Devlop Logotype

    AI Devlop

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Generative AI
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Established in 2017, AI Devlop is a web design company. The agency offers Web Design and UX/UI Design.

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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 High-quality work

    Clients consistently praise Qubika for delivering high-quality work across various projects. Notably, one client highlighted the 'minimal bugs' and 'attention to detail' in the final product, while another emphasized the 'excellent quality' of deliverables that met all user requirements. Overall, the sentiment is overwhelmingly positive, with clients expressing satisfaction regarding the team's responsiveness, adaptability, and commitment to achieving project goals.
    • Mobile App Dev & UX/UI Design for R&D Company
      5.0 Aug 30, 2024

      The measurable outcomes from the project that demonstrate progress and success include: Product Delivery: The project resulted in the delivery of a product that met all user requirements and success criteria. High-Quality Work: The final product was delivered with high quality, reflecting the attention to detail and adherence to standards. Minimal Bugs: The product had little to no bugs, indicating a robust development process and thorough testing.

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    • Website & Mobile App Dev for Fitness Equipment & App Company
      5.0 Aug 26, 2024

      Quality Metrics: Despite the aggressive timeline, the project maintained high-quality standards. This comprehensive delivery is a testament to the team's efficiency and commitment to delivering complex projects on time without compromising quality.

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    • Mobile App Dev & Code Refactoring for AI Software Provider
      5.0 Aug 23, 2024

      Bug Reduction: Post-launch, the number of reported bugs dropped by 40%, thanks to Qubika’s thorough testing and code optimization processes. This has led to fewer disruptions and a more stable platform for our users. Overall, Qubika’s project management played a big role in making our project a success. They kept us on track and delivered high-quality work, all while being great partners throughout the process.

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    • Data Warehouse Product Dev for Software Solutions Company
      5.0 Mar 21, 2024

      All the deadlines have been reached on time even two deliverables that the client ordered before the committed date. The quality of all the deliveries was excellent. Qubika understands our needs and provides innovative and excellent-quality solutions.

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    • Mobile App Development for Health & Wellness Company
      5.0 Jun 8, 2022

      Our app has fewer bugs, so customer service tickets have been reduced. Overall, there are fewer pairing and syncing issues between the device and the app, which is one of the primary metrics we track. As a result, the number of five-star reviews has increased. December Labs has done a good job handling everything, and the quality of the app and code has increased significantly.

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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

    In the past six months, Qubika has received positive feedback for their responsiveness and technical expertise. Clients highlighted their ability to deliver projects on time, such as establishing a scalable data warehouse that drastically improved data accessibility. One client praised Qubika for their collaborative approach and the fresh perspectives brought by their product designers. Overall sentiment is highly favorable, with clients appreciating their alignment with company values and the quality of their deliverables.
    Read 2 Recent Reviews

    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

    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

    Reviews mention Flexible

    Clients consistently highlighted Phaedra Solutions' flexibility as a key strength. One client noted their ability to adapt resources based on project needs, stating they were 'very flexible in changing out resources.' Another emphasized their responsiveness, mentioning that Phaedra 'is super flexible and extremely responsive' during emergencies. Overall, feedback reflects a positive sentiment regarding their collaborative approach and willingness to engage in constructive dialogue, which enhances the project outcomes.
    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      They’re very flexible, which makes things easy. Even when they send a suggestion that doesn’t work for us, they don’t hound us. Instead, it’s a dialog around the pros and cons.

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    • Rebranding Exercise & Site Maintenance for Retail Firm
      5.0 Sep 14, 2020

      They were available daily for any kind of review and were very flexible when we had to make additional changes to plans, treating this project as their own business and advising on best practices.

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    • Web Dev and Mobile App Dev for Food Rescuing Platform
      5.0 Sep 9, 2020

      I haven’t worked with that many providers, but I have to say that they are super flexible and extremely responsive. Every time I have an emergency, they are on it and try to solve it within 5 to 10 minutes of me texting them.

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    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.

    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

    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.
    Get in Touch

    View projects from:

    United States (9) United Arab Emirates (3) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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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

    Reviews mention Unique expertise

    Clients have consistently praised LANARS for their unique expertise in web development, particularly in transforming complex requirements into functional solutions. For instance, a co-founder from Babytesterne.no highlighted LANARS' ability to clean up previous vendor issues and build a user-friendly website from scratch. Overall, the sentiment reflects a strong appreciation for LANARS' efficiency, structured approach, and broad competencies, with clients expressing confidence in their problem-solving abilities.
    • Web Development for Baby Product Testing
      5.0 Jul 4, 2019

      They're fast and they have a lot of competencies. They manage to solve everything we ask for.

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    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.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    View projects from:

    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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  • DiveScale Logotype

    DiveScale

    Not yet reviewed

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

    Services provided

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

    Located in lahore, Pakistan, DiveScale is a cloud consulting & SI company. Established in 2022, the team offers cloud consulting & SI and Custom Software Development.

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  • Vanguard Automations Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    London, England

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% CRM Consulting and SI
    20% Sales Outsourcing

    CRM consulting and SI company Vanguard Automations was established in 2024. The team specializes in CRM consulting and SI and Artificial Intelligence.

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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

    Reviews mention Innovative

    Clients have consistently highlighted Krazimo's innovative approach, particularly in the development of an AI-driven grading system for educational purposes. One CEO noted that Madhur's proactive contributions and innovative ideas significantly impacted the project's success, leading to an impressive 85%+ accuracy in grading. The team's ability to stay updated with new developments in AI technology further emphasizes their commitment to innovation, making them a highly recommended partner for similar projects.
    • AI Development for Education Company
      5.0 Feb 5, 2025

      The company was innovative and proactive with the updates and new launches in the AI tech space. They built an AI-driven grading system for school students, checking students' answers, analyzing, and giving suggestions just like a human tutor. This demonstrates their commitment to leveraging cutting-edge technology in their solutions.

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    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
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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 Collaborative

    Imobisoft has received positive feedback regarding their collaborative approach, as highlighted by a director from Astwood Design. They emphasize Imobisoft's active involvement in project scoping meetings and their ability to handle complex technologies effectively. Clients noted their reliability, transparency, and a strong commitment to understanding project needs, which fosters a successful long-term partnership. Overall, the sentiment is highly favorable, with clients recommending early engagement with Imobisoft for optimal project outcomes.
    • Custom Web Dev for Creative Firm
      5.0 May 26, 2022

      Imobisoft has become a key partner for what we do, and our collaboration has been very successful for over a decade. I can rely on them to join our meetings, ask the right questions, and professionally handle complex technologies. Overall, they're a pleasure to work with. We use Basecamp to manage projects, and we communicate via emails, Microsoft Teams, and telephone.

      Read Full Review
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    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

    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

    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

    Reviews mention Exceeds expectations

    Tallium Inc. has consistently exceeded client expectations, as evidenced by feedback from Altris Inc. and iDEALER, Inc. Altris highlighted the impressive speed of app development, achieving full release in just eight weeks, alongside proactive communication and support. iDEALER praised Tallium's unique approach and seamless app testing, noting their ability to tailor ideas into exceptional deliverables. Overall, clients commend Tallium for their transparency, timely project management, and effective collaboration.
    • UX/UI Redesign for AI Services Company
      5.0 Oct 28, 2022

      The outcome of the design phase far exceeded our expectations. The design team was able to understand our aim and objectives and provided various designs that helped us refine the final output. We were so happy with the design and the way the project was managed, we decided to give engage the Tallium team to also do the development.

      Read Full Review
    • GPS & AI Web App Dev for Automotive Company
      5.0 Oct 25, 2018

      They were able to tailor our idea and come up with a unique end product. In addition to their great communications, their deliverables have exceeded our expectations. I also liked that Tallium took the time to break down the budget in the proposal, so there were no hidden or surprise fees.

      Read Full Review
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    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

    Industry Experience

    Tallium Inc. has demonstrated its expertise across various industries, including Gaming, Information Technology, Financial Services, Retail, and Education. Clients have praised their technical proficiency, project management skills, and ability to integrate complex functionalities. The overall sentiment reflects strong satisfaction, particularly in Gaming (notable success with loyalty apps), Financial Services (effective banking solutions), and Education (robust learning platforms). Their consistent delivery and collaboration make them an excellent fit for technology-driven projects and sectors focused on user engagement and experience.

    Read All Reviews

    Select Industry to see insights

    Advertising & marketing Information technology Financial services Retail Publishing Nonprofit Education Hospitality & leisure Software Other Industry Design Gambling Healthcare Consumer Products Environmental Services Arts, entertainment & music Business services Automotive IT Services Gaming

    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)
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  • ScrapyFy Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Lahore, Pakistan

    Services provided

    20% AI Consulting
    20% AI Development
    20% AR/VR Development +2 services
    20% Cybersecurity
    20% IoT Development

    ScrapyFy is a Cybersecurity company. The company is in Lahore, Pakistan. Their team specializes in Cybersecurity and AR/VR development.

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  • Oregon Coast AI Logotype

    Oregon Coast AI

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% API Development
    20% Web Development

    Web development firm Oregon Coast AI focuses on Web Development and Artificial Intelligence. They were founded in 2025.

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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

    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)
    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
    2 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, Ahex Technologies has received positive feedback for their responsiveness, project management, and innovative solutions. Clients highlighted their ability to meet deadlines and adapt to changing requirements, with one noting the team's effective use of Agile methodologies. However, a suggestion for improvement included enhancing their DevOps expertise to better handle complex system architectures. Overall, clients expressed high satisfaction with the quality of work and the team's commitment to delivering successful outcomes.
    Read 2 Recent Reviews

    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 Profile Visit Website
  • Ausca Solutions Logotype

    Ausca Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    10% AI Agents
    10% AI Consulting +6 services
    10% Generative AI
    10% HR Consulting
    10% HR Outsourcing
    10% IT Strategy Consulting
    10% Recruiting
    10% Recruitment Process Outsourcing

    Launched in 2022, Ausca Solutions is an artificial intelligence firm. The firm offers Artificial Intelligence and IT strategy consulting.

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  • KheyaMind AI Technologies Logotype

    KheyaMind AI Technologies

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% ERP Consulting and SI +2 services
    20% Generative AI
    20% Mobile App Development

    KheyaMind AI Technologies is an ERP consulting and SI company. Established in 2025, the agency is in Dhanbad, India. Their team specializes in ERP consulting and SI and Mobile App Development.

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  • Outsorc.ai Logotype

    Outsorc.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Call Center Services
    20% Customer Service Outsourcing

    AI company Outsorc.ai provides Artificial Intelligence and Call Center Services. They were launched in 2023.

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  • Don Luis Salas Cortés Logotype

    Don Luis Salas Cortés

    Not yet reviewed

    $250,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    30% E-Commerce Development
    20% AI Consulting
    20% AI Development +2 services
    20% Search Engine Optimization
    10% Web Design

    Founded in 2016, Don Luis Salas Cortés is a small san fernando, Chile-based e-commerce development firm. Their team provides E-Commerce Development and Search Engine Optimization.

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  • Wildramp Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Austin, TX

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Content Marketing +2 services
    20% Generative AI
    20% Search Engine Optimization

    Wildramp is a Content Marketing company. They are based in Austin, Texas. Their team specializes in Content Marketing and Search Engine Optimization.

    Read more
    View Profile
  • Friday Labs Logotype

    Friday Labs

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    30% AI Agents
    30% Custom Software Development
    20% AI Consulting +1 service
    20% AI Development

    Friday Labs is a custom software development firm. Their small team is in Boston, Massachusetts. Their services include Custom Software Development and AI Agents.

    Read more
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  • aseto Logotype

    aseto

    Not yet reviewed

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

    Services provided

    60% AI Agents
    40% AI Development

    Aseto is an AI Agents company. Based in Aradippou, Cyprus, the agency offers AI Agents and Artificial Intelligence.

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  • The Osprey Group Logotype

    The Osprey Group

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% E-Commerce Development
    20% Web Design

    The Osprey Group, a web design company, was founded in 2024. The firm provides Web Design and E-Commerce Development.

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  • Intellimark Logotype

    Intellimark

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    15% Generative AI
    10% AI Agents +5 services
    10% BI & Big Data Consulting & SI
    10% Branding
    10% Business Consulting
    10% Digital Strategy
    10% IT Strategy Consulting

    Intellimark, an AI Consulting company, is based in Woodstock, Georgia. They focus on AI Consulting and Generative AI.

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  • NABU for Research and Development Logotype

    NABU for Research and Development

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Small Market Research company NABU for Research and Development, is headquartered in Baghdad, Iraq. Their services include Market Research and Artificial Intelligence.

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  • cloud-edge-technology Logotype

    cloud-edge-technology

    Not yet reviewed

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

    Services provided

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

    Cloud-edge-technology, an IT strategy consulting company, focuses on IT strategy consulting and cloud consulting & SI. The company is based in Greater Noida, India.

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  • YADAGIRI INFORMATION TECHNOLOGIES PVT LTD Logotype

    YADAGIRI INFORMATION TECHNOLOGIES PVT LTD

    Not yet reviewed

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

    Services provided

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

    YADAGIRI INFORMATION TECHNOLOGIES PVT LTD is a custom software development company. Their team is headquartered in Raichur, India and focuses on Custom Software Development and Web Development.

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  • Friday Technologies Logotype

    Friday Technologies

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% Generative AI +2 services
    20% IT Strategy Consulting
    20% Other IT Consulting and SI

    Friday Technologies, an IT strategy consulting company, is located in Stratford-upon-Avon, England. They focus on IT strategy consulting and other IT consulting and SI.

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  • Supaflow Studio Logotype

    Supaflow Studio

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Branding +2 services
    20% Product Design
    20% Web Development

    Branding firm Supaflow Studio was established in 2024. The agency specializes in Branding and Product Design, and is small.

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  • Luminaa AI Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Ghaziabad, India

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Market Research
    20% Marketing Strategy

    Luminaa AI, a Market Research company, provides Market Research and Marketing Strategy. The company is in Ghaziabad, India.

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  • AdvalixCorp Logotype

    AdvalixCorp

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Generative AI +2 services
    20% Mobile App Development
    20% Web Development

    AdvalixCorp is a small website development company. They provide Web Development and Mobile App Development and were founded in 2025.

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  • Saazzy Consultants Logotype

    Saazzy Consultants

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% Email Marketing
    20% Market Research

    Saazzy Consultants, a Market Research company, was established in 2024. The agency specializes in Market Research and Email Marketing.

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  • Celebratingdata Logotype

    Celebratingdata

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Cloud Consulting & SI
    20% IT Managed Services

    Celebratingdata is a business intelligence company. The Brampton, Canada-based team provides BI & big data consulting & SI and cloud consulting & SI.

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  • IActiva GenAI Solutions Logotype

    IActiva GenAI Solutions

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Generative AI +2 services
    20% IT Staff Augmentation
    20% IT Strategy Consulting

    IT strategy consulting company IActiva GenAI Solutions is based in Ciudad de México, Mexico. They offer IT strategy consulting and IT staff augmentation and were established in 2024.

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  • Correll Technologies Logotype

    Correll Technologies

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    20% Web Development

    Correll Technologies is a small custom software development firm located in Virginia Beach, Virginia. The team provides Custom Software Development and Web Development.

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  • Bytelancers Limited Logotype

    Bytelancers Limited

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% HR Consulting
    20% Recruiting

    Launched in 2022, Bytelancers Limited is a small artificial intelligence firm. Their team specializes in Artificial Intelligence and Recruiting.

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  • VICO.marketing Logotype

    VICO.marketing

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Digital Strategy
    20% Generative AI +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Launched in 2025, VICO.marketing is a Digital Strategy company. The team offers Digital Strategy and Social Media Marketing and is based in New York, New York.

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  • Atlas Nexus Logotype

    Atlas Nexus

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Generative AI
    20% Logo +2 services
    20% Search Engine Optimization
    20% Web Development

    Launched in 2025, Atlas Nexus is a SEO agency. Their services include Search Engine Optimization and Logo.

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  • Brezix Studio Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Pimpri-Chinchwad, India

    Services provided

    25% Web Development
    20% AI Development
    20% Generative AI +3 services
    15% Web Design
    10% E-Commerce Development
    10% UX/UI Design

    Brezix Studio, a website development company, is in Pimpri-Chinchwad, India. They focus on Web Development and Generative AI and were founded in 2025.

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  • R.K.P Center Logotype

    R.K.P Center

    Not yet reviewed

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

    Services provided

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

    R.K.P Center is a website development firm. The agency is located in Kandiari, Pakistan. Their team specializes in Web Development and Mobile App Development.

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  • Arqos AI Logotype

    Arqos AI

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Custom Software Development
    20% Web Development

    Software development firm Arqos AI was founded in 2023. The company provides Custom Software Development and Web Development.

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  • Monkstack Solutions LLP Logotype

    Monkstack Solutions LLP

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% IT Strategy Consulting
    20% Web Development

    Launched in 2025, Monkstack Solutions LLP, a small IT strategy consulting company, is in Pune, India. Their team focuses on IT strategy consulting and Custom Software Development.

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  • Dynamic Comply Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Leesburg, VA

    Services provided

    40% AI Consulting
    40% Compliance Consulting
    20% Cybersecurity

    Compliance Consulting company Dynamic Comply focuses on Compliance Consulting and AI Consulting. They were founded in 2025.

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  • Pretty Awesome Logotype

    Pretty Awesome

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Audio Production
    20% Broadcast Video +2 services
    20% Generative AI
    20% Video Production

    Headquartered in Duxbury, Massachusetts, Pretty Awesome is a small video production company. Their services include Video Production and Broadcast Video.

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  • Soft Skill Technology Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Business Consulting +2 services
    20% Digital Strategy
    20% Generative AI

    Soft Skill Technology is a Nagpur, India-based Digital Strategy company. They provide Digital Strategy and AR/VR development and were founded in 2014.

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  • Elevaite Automations Private Limited Logotype

    Elevaite Automations Private Limited

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    20% Business Consulting +2 services
    15% Document Digitization & Management
    15% Generative AI

    Elevaite Automations Private Limited, an AI Consulting company, is headquartered in Ahmedabad, India. They focus on AI Consulting and AI Agents and were founded in 2025.

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  • QueryRank Logotype

    QueryRank

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Conversion Optimization +2 services
    20% Generative AI
    20% Search Engine Optimization

    Located in Milwaukee, Wisconsin, QueryRank is a Conversion Optimization company. Launched in 2025, the team focuses on Conversion Optimization and Search Engine Optimization.

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  • Vocaliv Logotype

    Vocaliv

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Consulting
    20% CRM Consulting and SI +2 services
    20% Cloud Consulting & SI
    20% Generative AI

    Vocaliv, a cloud consulting & SI company, was founded in 2024. The firm offers cloud consulting & SI and CRM consulting and SI.

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  • UNITZERO Logotype

    UNITZERO

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% CRM Consulting and SI
    20% IT Strategy Consulting

    Established in 2025, UNITZERO is an IT strategy consulting company. The team provides IT strategy consulting and CRM consulting and SI.

    Read more
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  • Sintek.io Logotype

    Sintek.io

    Not yet reviewed

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

    Services provided

    30% AI Agents
    20% Web Development
    15% AI Development +3 services
    15% Generative AI
    10% AI Consulting
    10% Custom Software Development

    Sintek.io is an AI Agents company. They are headquartered in Oran, Algeria and have small team of experts. Their services include AI Agents and Web Development.

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  • StriveTech Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Singapore, Singapore

    Services provided

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

    Founded in 2025, StriveTech is an IT strategy consulting company. The team specializes in IT strategy consulting and cloud consulting & SI.

    Read more
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  • R3 Software Logotype

    R3 Software

    Not yet reviewed

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

    Services provided

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

    R3 Software, a CRM consulting and SI company, was established in 2023. The small team provides CRM consulting and SI and Web Development.

    Read more
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  • Saranyx Logotype

    Saranyx

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% CRM Consulting and SI
    20% Custom Software Development

    Saranyx is a CRM consulting and SI company. Established in 2024, the team provides CRM consulting and SI and Custom Software Development. The agency is headquartered in Miami, Florida.

    Read more
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  • Votex AI Solutions Logotype

    Votex AI Solutions

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    60% AI Agents
    40% AI Development

    Votex AI Solutions is an AI Agents company. Their small team is in Homagama, Sri Lanka and focuses on AI Agents and Artificial Intelligence. The agency was established in 2024.

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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:

  • In-depth client interviews and ratings
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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 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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AI is restructuring organizations and work-flows. Explore how AI can help improve work-life balance and enhance employee skills to drive productivity and...

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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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