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Home Artificial Intelligence

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 28, 2025
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15 Leaders 15 Contenders

17,885 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 Passionate about their work

    Clients consistently highlight Simform's passion for their work, underscoring the team's integration into the client's culture and commitment to driving customer success. One executive noted that the team demonstrated a strong enthusiasm for the product, contributing positively to project outcomes. Furthermore, the longevity and training of the team members reflect a healthy internal culture, which enhances their responsiveness and reliability. Overall, the sentiment is overwhelmingly positive, emphasizing the value of their passionate engagement.
    • Staff Augmentation for Software Company
      5.0 May 10, 2023

      Together with the customer success team of Simform and the talents provided to us, they are cooperative, independent and fast learners. They are also passionate about our product and helps us drive customer success.

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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

    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.

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    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

    Reviews mention Great project management

    The sentiment regarding Innowise's project management is overwhelmingly positive across multiple reviews. Clients highlight the timely delivery of milestones and effective communication. For instance, one CEO noted their project management was 'great' and they 'kept everything on time.' Another client praised their 'exemplary' management, emphasizing their proactive approach to solving challenges. Furthermore, a CTO remarked on their 'excellent' project management, consistently delivering on schedule. Overall, Innowise is recognized for their organization, responsiveness, and dedication 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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    • Website Revamp for Design Agency
      5.0 Aug 8, 2024

      Their project management was great. The whole process went smoothly and efficiently because they delivered everything on time.

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    • Web Dev & UX/UI Design for Digital Marketing Agency
      5.0 Jul 5, 2024

      Innowise team used a proactive project management approach, using Microsoft Teams for regular communication, along with emails and weekly check-in calls. In this way, all parties were aligned and milestones were met.

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    • Web3 Interface & Solidity Contracts Dev for Blockchain Co
      5.0 Jan 23, 2024

      Project management was very responsive and communicative. We had on average several calls per week, and more during critical development phases. Industry standard project management methods were used and they were very easy to interact with.

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    • MVP Development & DevOps for Blockchain Platform
      5.0 Sep 13, 2023

      Project management is excellent. They're very efficient and always on time.

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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 streamlined workflows and automated reporting, citing improved project management and timely delivery. The client noted significant cost savings compared to a previous vendor, with no reported issues during the engagement. Overall, Innowise is recognized for their effective communication, adherence to budget, and high-quality deliverables.
    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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    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

    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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  • Every AI Studios Logotype

    Every AI Studios

    Not yet reviewed

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

    Services provided

    45% AI Development
    20% Custom Software Development
    15% AI Consulting +2 services
    10% Generative AI
    10% Low/No Code Development

    Every AI Studios is an artificial intelligence company located in Dubai, United Arab Emirates. The team offers Artificial Intelligence and Custom Software Development.

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  • Data Wizards Logotype

    Not yet reviewed

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

    Services provided

    90% AI Development
    10% Low/No Code Development

    Data Wizards is an AI development company. Based in Zaventem, Belgium, the firm was established in 2022. Their services include Artificial Intelligence.

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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
    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 on Azumo has been overwhelmingly positive, highlighting their exceptional ability to design and implement conversational applications. A director from nlx.ai noted their impressive speed and quality of delivery, stating, 'They exceed customer expectations comprehensively.' The flexibility in resource management and effective communication were also praised, with no suggested areas for improvement, reflecting a strong alignment with client needs and project goals.
    Read 1 Recent Review

    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.

    Read All Reviews

    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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    More responsive than most other service providers

    Azumo 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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    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 Passionate about their work

    The reviews consistently highlight WillowTree's passion for their work, with clients noting their innovative approach and dedication to project success. One client emphasized that the team 'approaches their work with passion,' while another remarked on their 'young, energetic, and creative' spirit. A program manager noted that WillowTree's staff 'love their jobs and the projects developed by the company,' indicating a strong internal culture that translates into high-quality work. Overall, the sentiment reflects a deep appreciation for their enthusiasm and commitment.
    • Financial Services App Development for Credit Union
      4.5 Feb 16, 2017

      WillowTree's team is down to earth, knowledgeable, passionate, and motivated. We have like-minded principles and passions, and WillowTree felt more like an extension of our team than a vendor.

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    • iOS Application for Large Energy Solutions Provider
      5.0 Feb 12, 2017

      WillowTree delivered on time and on budget through intense deadlines. Working with them has had a very current feel. WillowTree employs the latest toolsets, methodologies, and disciplines. They're a young, energetic, and creative team with a "work hard, play hard" mentality. WillowTree often worked late in order to get things done because they're passionate about what they do.

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    • iOS Application for Large Energy Solutions Provider
      5.0 Feb 12, 2017

      The spirit of the company is that life's too short not to enjoy your job, which shines through from the management down. I attended a recent work event with WillowTree's staff in Charlottesville. At these types of events, there will usually be some pockets of resentments from people talking about their bosses, jobs, or clients. I never heard anyone from WillowTree say anything negative. They love their jobs and the projects developed by the company; they feel valued, and it's an unbelievable dynamic, with everyone feeling appreciated and challenged.

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    • Mobile App Dev & Feature Updates for Credit Union
      5.0 Sep 6, 2019

      They’re innovative and always looking for new industry concepts to improve our business. The team gives us a forward look at the mobile marketplace. They always update us on the latest news from Apple and Google to help us optimize our app. Also, the staff approaches their work with passion, which is one of their strongest attributes.

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    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.
    Get in Touch

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    United States (23) Canada (1)
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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 Creative

    Client feedback highlights Vention's creativity and responsiveness in adapting to project requirements. One client noted their 'agile and creative' approach to new development needs, while another emphasized their 'ability to be creative and support the business' amidst changing demands. Overall, the sentiment is overwhelmingly positive, with clients appreciating the high-caliber talent and innovative solutions provided, which contributed significantly to project success.
    • IT Staff Augmentation for Software Development Company
      5.0 Aug 6, 2024

      They have always been open and creative when it comes to giving us options to manage the headcount fluctuations and timescales. I was impressed with their creativity and desire to remain competitive when our business looked towards an offshoring strategy for permanent staff. Their ability to be creative and support the business with options, as our business needs and context has changed with time.

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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.

    Read All Reviews

    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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  • HTCNXT Logotype

    HTCNXT

    Not yet reviewed

    $50,000+
    $25 - $49 / hr
    10,000+

    Services provided

    50% AI Development
    50% Generative AI

    HTCNXT is a large artificial intelligence development company and Generative AI company. Founded in 2023, the team focuses on Artificial Intelligence and Generative AI.

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  • Depot Analytics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Gainesville, FL

    Services provided

    35% AI Consulting
    35% AI Development
    30% BI & Big Data Consulting & SI

    Depot Analytics, an artificial intelligence development company, provide Artificial Intelligence and AI Consulting. They were founded in 2022.

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  • Logleb Solutions Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    40% AI Development
    5% AI Agents +1 service
    5% Generative AI

    Founded in 2023, Logleb Solutions is an AI Consulting company. Their services include AI Consulting and Artificial Intelligence.

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  • GenAI99 Logotype

    GenAI99

    Not yet reviewed

    $10,000+
    $300+ / hr
    10 - 49

    Services provided

    100% Generative AI

    GenAI99 is a Generative AI company. Headquartered in Hyderabad, India, their small team provides Generative AI. The agency was established in 2018.

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  • ChiStats Logotype

    Not yet reviewed

    $10,000+
    $300+ / hr
    10 - 49
    पुणे, India

    Services provided

    40% AI Development
    30% Generative AI
    20% Digital Engineering +1 service
    10% IT Staff Augmentation

    ChiStats is an AI development company. They are in पुणे, India and Roseville, California and have small team. They offer Artificial Intelligence and Generative AI.

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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 Accessible

    The overall sentiment regarding accessibility in Qubika's reviews is highly positive. Clients noted that the team maintained constant communication through platforms like Slack and Zoom, ensuring project transparency. One client emphasized their availability and willingness to engage in discussions about product improvements, describing the team as an extension of their own. The consistent presence of Qubika's management further contributed to a collaborative atmosphere, making them approachable and responsive to client needs.
    • Frontend Dev for Tech Consulting Firm
      5.0 Nov 26, 2019

      Moove It was able to communicate constantly through Slack or Zoom. We had a strong project management scrum team. They were always in full attendance at scheduled meetings and were supportive. We had a design review with the UX team that Moove It was always available for. Their lead was able to answer questions, follow up, and available so that we could dig deeper into the project.

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    • Mobile App Dev for Smart Pillbox Startup
      5.0 May 31, 2019

      December Labs was flexible in being willing to use Slack and Trello as we requested. We found those methods to be the best way to communicate and track their progress without bothering their developers too much. We also have weekly meetings. Additionally, their team has made an effort to visit with us in person, either in California or in Houston. Their management team has been very present and available.

      Read Full Review
    • 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
    View Profile Visit Website
    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 Great project management

    Phaedra Solutions has received overwhelmingly positive feedback regarding their project management capabilities. Clients consistently highlight their organized approach, timely deliverables, and strong communication skills. For instance, one client noted that Phaedra's project manager was 'the best project leader' they had ever encountered, ensuring transparency and availability. Another client appreciated the daily meetings and progress tracking via ClickUp, which facilitated effective collaboration. Overall, clients express high satisfaction with Phaedra's ability to meet and often exceed project timelines.
    • Mobile App & Web Development for Peer-to-Peer Marketplace
      5.0 Feb 17, 2022

      Phaedra Solutions manages the project well in ClickUp. Typically, we communicate via Google Chat. I'd advise customers to constantly communicate with Phaedra Solutions to ensure nothing falls through the cracks.

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    • Development Support for Web Development Company
      5.0 Feb 1, 2022

      Phaedra Solutions has good project management — they always deliver before deadlines. We typically communicate via Skype and use ClickUp for project management. He always provided brilliant ideas whether we are creating a feature or it's improving the existing one.

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    • Custom Software Dev for Online Marketing Agency
      5.0 Oct 11, 2021

      This is one of the things I really liked about them. They assigned a dedicated PM. We met every morning to discuss upcoming and completed work. We used an ongoing progress board (Click-up) so I could look on my own, to monitor progress.

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    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      It’s just a great experience. Isbah takes her job extremely seriously and is on the ball at all times. She’s available day and night — if I send her a message at 3 a.m. or 2 p.m. her time, I’ll get a response. We also have daily meetings (sometimes 2–3) to discuss any situations.

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

      Project management was great. The full-stack developer had a daily report every day of what was done and was to be done the next day. On top of that, the team lead got involved regularly for weekly calls and for any issues that came up along the way.

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    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

    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.
    Read All Reviews

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

    Reviewed 1 time in the past 6 months

    In the past six months, LANARS has received positive feedback for their app development services, particularly in enhancing project inspection processes for clients like Lomundal Oslo AS. Clients praised the team's expertise in design, UX, and development, noting improved control and efficiency in project management. A suggestion for improvement was made regarding communication and development in Norwegian to streamline processes. Overall, the sentiment is favorable, highlighting LANARS' value and effectiveness in delivering tailored solutions.
    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

    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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  • Cubeo AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    București, Romania

    Services provided

    40% AI Development
    30% Generative AI
    30% Market Research

    Cubeo AI, an artificial intelligence development company, was founded in 2021. The small team focuses on Artificial Intelligence and Market Research.

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  • Arcot Group Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Mumbai, India

    Services provided

    50% AI Consulting
    25% Business Consulting
    25% IT Strategy Consulting

    Arcot Group, an AI Consulting company, is headquartered in Mumbai, India. Their services include AI Consulting and IT strategy consulting.

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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 Professional

    Client feedback highlights Krazimo's professionalism, particularly in project management. One CEO noted their proactive communication and risk management, stating, 'They not only communicated risks but proactively managed them.' The company was praised for delivering results on time and aligning with client values, leading to a strong cultural fit. Overall sentiment is highly positive, with the client expressing a willingness to collaborate again, indicating a high level of satisfaction with Krazimo's professional approach.
    • AI Development Staff Aug for Financial Services Company
      5.0 Jan 30, 2025

      Yes, very good. They managed the project roadmap and risks and ensured we were on track. Very professional, and as risks came up, they not only communicated them, but they proactively managed them.

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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
    View Profile Visit Website
    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 High-quality work

    Clients consistently commend Imobisoft for delivering high-quality work. One executive noted that Imobisoft 'fixed all of our bugs to get our site live' and praised the 'great' quality of their work. Similarly, a director highlighted their 'impressive commitment to delivering tasks properly' and the successful outcomes of projects, attributing increased client referrals to the quality of work delivered. Overall, the sentiment regarding the quality of work is overwhelmingly positive, with clients expressing satisfaction and confidence in Imobisoft's capabilities.
    • Web Development for IT Services Company
      4.0 Jan 17, 2023

      Imobisoft has fixed all of our bugs to get our site live; we keep adding more tasks for them to complete, and they do hard work addressing them. Overall, the quality of their work is great.

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    • Web Dev for Civic Engagement Platform
      4.0 Dec 29, 2020

      I let them take their time, and they produced a quality product.

      Read Full Review
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    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

    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 Helpful

    Clients have expressed high satisfaction with Tallium Inc.'s professionalism and expertise, noting their deep understanding of the target market and effective communication. One client highlighted how the team was instrumental in navigating the project efficiently, emphasizing their helpfulness in managing costs while maintaining high UX and UI standards. Overall, the sentiment is overwhelmingly positive, with clients appreciating the company's commitment to meeting expectations and providing valuable guidance throughout the project.
    • App Dev for Social Connection Tech Startup
      5.0 Feb 7, 2020

      Their willingness to work through the entire process and help direct us through the most efficient means to meet our goals were very helpful in meeting expectations as well as keeping cost down. They did a great job. They helped manage the process in a very professional way. That kept costs down while meeting very high standards both in UX and UI.

      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

    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 Profile Visit Website
  • addaxis Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Belconnen, Australia

    Services provided

    35% AI Development
    35% Generative AI
    30% AI Consulting

    Addaxis is an AI firm. Their small team is based in Belconnen, Australia and offers Artificial Intelligence and Generative AI. The firm was founded in 2019.

    Read more
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  • Strata52 Logotype

    Not yet reviewed

    $10,000+
    $300+ / hr
    50 - 249
    Sarasota, FL

    Services provided

    60% AI Consulting
    40% Business Consulting

    Strata52, an AI Consulting company, is located in Sarasota, Florida. They offer AI Consulting and Business Consulting and were launched in 2022.

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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

    Reviews mention Timely

    Leobit consistently demonstrates a strong commitment to timely project delivery, as evidenced by client feedback. For instance, one client noted that Leobit 'completed the promised deliverables on time and within budget,' while another highlighted their 'impressive flexibility' in responding to changing needs. Overall, clients express high satisfaction with Leobit's punctuality, stating that they 'delivered items on schedule' and maintained clear communication throughout, solidifying their reputation for reliability.
    • Software Development for Software Company
      5.0 Apr 18, 2024

      They provided non-billable project management services as part of the development process to ensure smooth communication and adherence to timelines. Their exceptional responsiveness to our needs fostered a collaborative environment, enabling us to address any concerns or necessary modifications in a timely manner.

      Read Full Review
    • App Development & Testing for Financial Services Co
      5.0 Nov 28, 2023

      Our Leobit team continually exceeds expectations for on-time delivery and quality of work product. Leobit has continually shown a willingness to provide flexible coverage and team scalability.

      Read Full Review
    • Custom Software Development for Financial Services Company
      5.0 Nov 10, 2023

      Yes, they did deliver items on time and respond to my need via email, zoom call. They are great people and very helpful.

      Read Full Review
    • Platform Dev & Maintenance for Payment Technology Platform
      5.0 Mar 29, 2023

      Expectations were managed so that all were in the know of when deliverables were going to be ready. Their flexibility to adjust to project demands in a timely fashion is impressive.

      Read Full Review
    • Software Development for Franchise Software Company
      5.0 May 24, 2022

      Leobit is very strong when it comes to communication. They take time to fully understand our requirements and meet with us often to ensure we were on track and on the same page. Leobit meets every deadline.

      Read Full Review
    Read All Reviews
    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

    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
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    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
  • Passion Lab Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    London, England

    Services provided

    40% AI Development
    30% AI Consulting
    20% Generative AI +1 service
    10% Low/No Code Development

    Passion Lab is an AI firm. Headquartered in London, England, the team offers Artificial Intelligence and AI Consulting.

    Read more
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  • GAI Insights Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Newton, MA

    Services provided

    20% AI Consulting
    20% AI Development
    20% Conversion Optimization +2 services
    20% Generative AI
    20% Mobile App Development

    Headquartered in Newton, Massachusetts, GAI Insights is a Conversion Optimization company. Their services include Conversion Optimization and Mobile App Development.

    Read more
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  • Q2M Solutions Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49
    Singapore, Singapore

    Services provided

    20% AI Consulting
    20% AI Development
    20% Cloud Consulting & SI +3 services
    20% Generative AI
    10% Custom Software Development
    10% Web Design

    Q2M Solutions is a cloud consulting & SI company founded in 2024. The firm offers cloud consulting & SI and Custom Software Development.

    Read more
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  • aspectivo GmbH Logotype

    aspectivo GmbH

    Not yet reviewed

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

    Services provided

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

    Aspectivo GmbH, a small artificial intelligence company, is headquartered in Karlsruhe, Germany. Their services include Artificial Intelligence and AI Consulting.

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  • Remocapp Logotype

    Not yet reviewed

    $10,000+
    < $25 / hr
    10 - 49
    Sydney, Australia

    Services provided

    40% AI Development
    20% Generative AI
    10% AI Consulting +3 services
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Design

    Remocapp is an artificial intelligence company. Their small team of employees is headquartered in Sydney, Australia. Their team specializes in Artificial Intelligence and Generative AI.

    Read more
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  • Tym Logotype

    Tym

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Tym is an AI company. Their small team is in and provides Artificial Intelligence. The agency was established in 2023.

    Read more
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  • Betty AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    New York, NY

    Services provided

    50% AI Agents
    50% AI Development

    Midsize AI development company and AI Agents company Betty AI, is located in New York, New York. The team specializes in Artificial Intelligence and AI Agents.

    Read more
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  • ErisAI Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    35% AI Development
    35% Generative AI
    30% AI Consulting

    ErisAI, an AI firm, is headquartered in Dubai, United Arab Emirates and New York, New York. The team offers Artificial Intelligence and Generative AI.

    Read more
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  • Antriksh Labs Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% Generative AI
    30% AI Development

    Antriksh Labs is an AI Consulting company established in 2019. The team focuses on AI Consulting and Generative AI and is in Mysuru, India.

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  • Entivel Pty Ltd Logotype

    Entivel Pty Ltd

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Cybersecurity
    20% Generative AI

    Founded in 2024, Entivel Pty Ltd is a Cybersecurity company. In Sydney, Australia, the team specializes in Cybersecurity and Custom Software Development.

    Read more
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  • WOIC Technologies Logotype

    WOIC Technologies

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Based in Mohanlalganj, India, WOIC Technologies is an artificial intelligence company. They focus on Artificial Intelligence and AI Consulting and were founded in 2023.

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  • AVALTAR Tech Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    10 - 49
    Brno, Czech Republic

    Services provided

    100% AI Development

    Launched in 2023, AVALTAR Tech is an AI firm. The company specializes in Artificial Intelligence.

    Read more
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  • ByteIQ Analytics Pvt Ltd Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    20% Generative AI
    10% Cloud Consulting & SI +2 services
    10% Custom Software Development
    10% Product Design

    ByteIQ Analytics Pvt Ltd is a Product Design company. The team is based in Bhubaneswar, India, and their services include Product Design and cloud consulting & SI.

    Read more
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  • San Juniper Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Navi Mumbai, India

    Services provided

    60% AI Development
    20% Application Management & Support
    10% Low/No Code Development +1 service
    10% Mobile App Development

    Artificial intelligence development company San Juniper was launched in 2021. The small team offers Artificial Intelligence and Mobile App Development.

    Read more
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  • Vaidik AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Noida, India

    Services provided

    40% Generative AI
    20% Data Annotation Services
    10% Content Moderation Services +4 services
    10% Language Interpretation
    10% Translation
    5% Content Writing Services
    5% IT Managed Services

    Vaidik AI is a Generative AI company. The midsize Noida, India-based team specializes in Generative AI and Data Annotation Services. The firm was founded in 2018.

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  • GemStack Logotype

    GemStack

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Development

    Established in 2020, GemStack is an AI firm and AI Consulting company. The team focuses on Artificial Intelligence and AI Consulting.

    Read more
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  • Alive Industries Logotype

    Alive Industries

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    40% AI Development
    30% AI Consulting
    30% Generative AI

    Alive Industries is a small artificial intelligence development company. Founded in 2023, the team offers Artificial Intelligence and AI Consulting.

    Read more
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  • AxonLabs Logotype

    AxonLabs

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Generative AI

    AxonLabs is a Dubai, United Arab Emirates-based artificial intelligence company and Generative AI company. Their services include Artificial Intelligence and Generative AI.

    Read more
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  • CliffAir Technologies Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249
    Dublin, Ireland

    Services provided

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

    Established in 2023, CliffAir Technologies is an artificial intelligence firm. The firm offers Artificial Intelligence and Generative AI.

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  • Salina Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Quezon City, Philippines

    Services provided

    50% Generative AI
    35% Transcription
    15% Translation

    Salina, a Generative AI company, was established in 2024. The team specializes in Generative AI and Transcription.

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  • Grably Logotype

    Grably

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% Cloud Consulting & SI

    Grably is an AI development company. Launched in 2024, the team focuses on Artificial Intelligence and cloud consulting & SI.

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  • Botwise Solutions Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Oldham, England

    Services provided

    50% AI Consulting
    50% AI Development

    In Oldham, England, Botwise Solutions is an artificial intelligence firm and AI Consulting company. Their services include Artificial Intelligence and AI Consulting.

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  • navAI Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% AI Development
    20% Generative AI +2 services
    10% Demand Generation Marketing
    10% Email Marketing

    AI development company navAI was established in 2023. The firm offers Artificial Intelligence and AI Consulting, and is small.

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  • Your Personal AI Logotype

    Your Personal AI

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    50 - 249

    Services provided

    45% AI Development
    25% AI Consulting
    20% Generative AI +1 service
    10% Data Annotation Services

    Founded in 2022, Your Personal AI is an artificial intelligence firm. In Lysaker, Norway, the team specializes in Artificial Intelligence and AI Consulting.

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  • Senseloom Logotype

    Senseloom

    Not yet reviewed

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

    Services provided

    35% AI Development
    30% Generative AI
    25% AI Consulting +1 service
    10% Web Design

    Senseloom is an artificial intelligence company. Their team is in and specializes in Artificial Intelligence and AI Consulting.

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  • DATAENGITE Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    250 - 999
    Houston, TX

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Computer Engineering
    20% Web Development

    DATAENGITE is a big data company. They offer BI & big data consulting & SI and Web Development and are located in Houston, Texas.

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  • Radiant AI Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9
    London, England

    Services provided

    40% AI Development
    30% Generative AI
    15% AI Consulting +1 service
    15% Custom Software Development

    Established in 2023, Radiant AI is an AI development company. Based in London, England and San Francisco, California, the team focuses on Artificial Intelligence and Generative AI.

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  • Thoughtmakes AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kalapatti, India

    Services provided

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

    Launched in 2021, Thoughtmakes AI is a custom software development company. The team focuses on Custom Software Development and Artificial Intelligence and is located in Kalapatti, India.

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  • Get AI ChatBots Logotype

    Get AI ChatBots

    Not yet reviewed

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

    Services provided

    50% AI Development
    30% AI Consulting
    10% Computer Engineering +1 service
    10% Data Annotation Services

    Get AI ChatBots is an artificial intelligence firm. They provide Artificial Intelligence and AI Consulting and were established in 2017.

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  • aisentr Logotype

    aisentr

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    100% Generative AI

    Aisentr is a Generative AI company launched in 2023. In , the team focuses on Generative AI.

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  • Eastridge Analytics LLC Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% BI & Big Data Consulting & SI +1 service
    25% Generative AI

    Eastridge Analytics LLC is a big data company established in 2020. The agency specializes in BI & big data consulting & SI and Artificial Intelligence, and is small.

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  • Buoyant Cloud Inc Logotype

    Buoyant Cloud Inc

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Buoyant Cloud Inc is an artificial intelligence firm in Brampton, Canada. The team focuses on Artificial Intelligence and AI Consulting.

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  • Ai Agency San Antonio Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    San Antonio, TX

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Ai Agency San Antonio is an AI development company. The firm is headquartered in San Antonio, Texas. Their team focuses on Artificial Intelligence and AI Consulting.

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  • Weekly Bizz Logotype

    Weekly Bizz

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    20% UX/UI Design

    Weekly Bizz is an UX design agency. They specialize in UX/UI Design and Custom Software Development and were launched in 2025.

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  • Visium Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    50 - 249
    Prilly, Switzerland

    Services provided

    20% AI Consulting
    20% AI Development
    20% Cloud Consulting & SI +2 services
    20% Digital Engineering
    20% Generative AI

    Cloud consulting & SI company Visium is based in Prilly, Switzerland and Zürich, Switzerland. The team offers cloud consulting & SI and Artificial Intelligence.

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  • Acadeo GmbH Logotype

    Acadeo GmbH

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% Application Management & Support +2 services
    20% Custom Software Development
    20% Generative AI

    Launched in 2020, Acadeo GmbH is a custom software development firm. The agency specializes in Custom Software Development and Artificial Intelligence, and is small.

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  • DataPebbles Logotype

    DataPebbles

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49

    Services provided

    25% AI Consulting
    25% AI Development
    25% BI & Big Data Consulting & SI +1 service
    25% Generative AI

    DataPebbles is a big data company. The Leiden, Netherlands-based team provides BI & big data consulting & SI and Artificial Intelligence.

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  • SnohBricks Technologies Pvt. Ltd. Logotype

    SnohBricks Technologies Pvt. Ltd.

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% Document Digitization & Management +2 services
    20% Generative AI
    20% IT Strategy Consulting

    SnohBricks Technologies Pvt. Ltd., a small IT strategy consulting company, is based in Jaipur, India. Their services include IT strategy consulting and Artificial Intelligence.

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  • OEX Tech Solutions Logotype

    OEX Tech Solutions

    Not yet reviewed

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

    Services provided

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

    OEX Tech Solutions is an IT strategy consulting company headquartered in Noida, India. They focus on IT strategy consulting and Artificial Intelligence.

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 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
  18. 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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