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Top AI Consultants

Artificial intelligence can unlock efficiency, sharper forecasting, and new product capabilities, but only with the right strategy behind it. An AI consulting firm helps you evaluate where AI fits, audit your data infrastructure, identify high-impact use cases, and build a roadmap that ties the technology to business goals. Many also guide model development, deployment, and the change management that adoption requires.

Clutch makes it easier to find a trusted partner through verified client reviews, detailed service profiles, and real project data. Use the filters to sort by hourly rate, industry focus, and location, then compare profiles in depth. Explore related directories: AI development companies, AI strategy companies, and U.S. AI consultants.

Ratings Updated: September 9, 2026
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9,804 Companies

Services: AI Consulting

List of the Top AI Consulting Firms

  • Featured

    What are Featured Providers?

    Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    4.8 24 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Services provided

    25% AI Consulting
    15% AI Development
    15% Cloud Consulting & SI +6 services
    10% AI Agents
    10% Custom Software Development
    10% Generative AI
    5% BI & Big Data Consulting & SI
    5% IT Managed Services
    5% IT Staff Augmentation

    Opinov8 Digital and Engineering Solutions is a company specializing in custom software development, staff augmentation, and technology solutions, with expertise in areas such as mobile and web app development, cloud infrastructure, and UX/UI design. Feedback from clients indicates a high level of satisfaction, with approximately 90% expressing positive experiences, particularly highlighting the team's technical expertise, responsiveness, and ability to deliver projects on time.

    See all 24 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Recent reviews of Opinov8 Digital and Engineering Solutions highlight their exceptional engineering quality and effective project management. Clients noted the impressive skill level of the team, with one review emphasizing their ability to deliver all agreed releases and significantly improve application performance. Communication with management was described as frank and amicable. Overall, the sentiment is highly positive, with minimal suggestions for improvement, indicating a strong fit for complex digital projects.
    Read 1 Recent Review

    Industry Experience

    Opinov8 Digital and Engineering Solutions has garnered positive feedback across various industries, including Information Technology, Financial Services, Medical, Arts, and Automotive. Clients appreciate their expertise in custom software development, project management, and staff augmentation. In IT and Financial Services, they excel in delivering high-quality applications and UX design, while their work in Medical and Automotive showcases strong technical capabilities. Overall, their agility, communication, and commitment to client success have established them as a reliable partner across these sectors.

    Read All Reviews

    Select Industry to see insights

    Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources Healthcare IT Services Information technology Financial services Other industries

    Average Project Cost Breakdown

    $200,000 to $999,999 (7) $1,000,000 to $9,999,999 (6) $50,000 to $199,999 (5)

    What Clients Have Said

    Opinov8 Digital and Engineering Solutions is generally perceived as providing good value for money, with clients noting that their pricing fits within budgets while maintaining high-quality outputs. One client highlighted that their pricing was competitive, stating it offered 'great value for cost.' Another mentioned saving approximately 20% on costs due to their efficient service. Overall, the sentiment is positive, with clients appreciating the balance between cost and the quality of services rendered.
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    View projects from:

    United States (8) England (8) Denmark (2) Germany (2)
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    Emergent Software Logotype

    Emergent Software

    4.9 36 reviews
    Premier Verified
    $25,000+
    $150 - $199 / hr
    50 - 249
    Minneapolis, MN

    Services provided

    30% AI Consulting
    30% Custom Software Development
    20% BI & Big Data Consulting & SI +2 services
    10% Cloud Consulting & SI
    10% IT Managed Services

    Emergent Software is a versatile IT service provider specializing in custom software development and IT support, particularly for Microsoft Azure environments. Across their reviews, they are consistently praised for their technical proficiency, project management skills, and responsiveness, with approximately 90% of reviews highlighting their ability to deliver customized solutions efficiently and professionally. Clients commend their supportive communication and adherence to deadlines.

    See all 36 projects

    Reviews mention Transparent

    Emergent Software has received positive feedback regarding their transparency in project management. Clients highlighted their effective communication and use of project management tools, which allowed for clear visibility into project status and tasks. One client noted, "the whole team was excellent... they did what they said they were going to do," emphasizing the reliability of their commitments. Another praised their transparency, stating, "we could see all the touches, and it was very transparent," underscoring a consistent theme of trust and openness throughout their engagements.
    • Backend Umbraco Dev for Digital Advertising Agency
      4.5 Apr 21, 2021

      The team used Microsoft Project to keep track of everything. They were very transparent in terms of the project status and all of the different tasks. I was really happy with their project management process.

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    • Software Development Support for Insurance Provider
      5.0 Oct 9, 2020

      They’re professional, know what they’re doing, and are trustworthy. They are also very transparent about what they can't do and will recommend someone who can.

      Read Full Review
    • Web App Dev & Design for Chemical Products Manufacturer
      5.0 Feb 12, 2025

      Overall, we could see all the touches, and it was very transparent. Kudos to the team; this experience was very professional and positive. It's worth noting that we worked in two-week sprints, so we’d touch base every two weeks. It was our work to keep up with them. We issued change orders and development tickets, and we could see them work through the system. Besides, we did a lot of Microsoft Teams calls and used email. We could send attachments and notes back and forth. Our communication was excellent.

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    Emergent Software has received positive feedback over the last six months, with clients highlighting their exceptional project management and technical expertise. One client noted the successful migration to cloud services and praised the team's ability to meet deadlines and promptly address needs. The collaboration fostered a strong cultural fit, although a suggestion for improvement was made regarding better visibility of support request prioritization. Overall, clients express satisfaction with the company's alignment to their values and effective communication.
    Read 1 Recent Review

    Industry Experience

    Emergent Software has demonstrated expertise across diverse industries including legal, medical, financial services, manufacturing, and utilities. Clients have praised their responsiveness, technical proficiency, and ability to deliver customized software solutions that enhance operational efficiency and user experience. Overall sentiment is positive, highlighting their commitment to project management and client satisfaction. Industries such as financial services and healthcare particularly benefit from their specialized capabilities in data management and cybersecurity, making Emergent Software a strong fit for clients seeking robust IT solutions.

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    Select Industry to see insights

    Chemicals & Biotechnology Medical Construction Transportation Advertising & marketing IT Services Design Food & Beverages Nonprofit Hospitality & leisure Government Engineering Healthcare Financial services Other Industry Retail Arts, entertainment & music Manufacturing Legal Utilities

    More responsive than most other service providers

    Emergent Software 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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    PowerGate Software Logotype

    PowerGate Software

    5.0 41 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    250 - 999
    Hanoi, Vietnam

    Services provided

    10% AI Consulting
    30% Mobile App Development
    30% Web Development +3 services
    10% AI Agents
    10% Custom Software Development
    10% UX/UI Design

    PowerGate Software is a versatile software development company offering web and app development, custom software solutions, and technical project management. The company has received predominantly positive feedback, with over 90% of reviewers highlighting their technical depth, timely delivery, and strong communication. However, some noted areas for improvement include more detailed project scope definitions and enhanced spoken English skills among team members.

    See all 41 projects

    Industry Experience

    PowerGate Software has demonstrated significant expertise across various industries, including Education, Information Technology, Real Estate, Financial Services, Sports, and Medical sectors. Feedback highlights their strengths in software development, technical project management, and responsive communication. Clients commend their ability to deliver high-quality products on time, fostering ongoing partnerships. Overall sentiment is positive, with clients appreciating their alignment with project goals and effective problem-solving capabilities, making PowerGate a suitable choice for diverse project needs.

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    Select Industry to see insights

    Real estate Information technology Healthcare Other Industry Sports Software Automotive Financial services Human Resources Retail Consumer Products Business services Consulting Education IT Services Other industries Medical

    Average Project Cost Breakdown

    $50,000 to $199,999 (11) $10,000 to $49,000 (9) $200,000 to $999,999 (2)

    What Clients Have Said

    Overall, clients of PowerGate Software expressed satisfaction with the company's cost-effectiveness and value for money. Feedback highlighted that their pricing aligns well with client budgets, as noted by multiple reviewers who emphasized 'good value for cost' and 'pricing fit our budget.' However, some clients mentioned concerns about rising costs over time. Overall sentiment reflects that clients appreciate the quality of work delivered relative to the investment, making PowerGate a competitive choice in the software development market.
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    More responsive than most other service providers

    PowerGate Software is very responsive

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

    View projects from:

    New Zealand (6) Australia (5) Vietnam (5) United States (5) Saudi Arabia (2) Netherlands (1) Singapore (1) Switzerland (1)
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  • Drive Growth Consulting Agency Logotype

    Not yet reviewed

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

    Services provided

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

    Drive Growth Consulting Agency is a Digital Strategy company. They offer Digital Strategy and Social Media Marketing and were established in 2022.

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    $499 Gold Package $999 Platinum Package $1,599 Diamond Package Full 7 - Step Strategy for leads.

    7 Step AI and Marketing Strategy

    Drive Growth Consulting's packages offer a robust AI and marketing strategy to help your business ( Ex. Car dealerships, Med Spas, Health and wellness, HVAC, Roofing ) companies the ability to generate both organic and paid per click leads and nurture these new leads with AI and advance automation to book more appointments and close more clients.
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  • Lolita AI Technologies Private Limited Logotype

    Not yet reviewed

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

    Services provided

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

    Mobile app development firm Lolita AI Technologies Private Limited specializes in Mobile App Development and IoT development. They were founded in 2023.

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  • Featured

    What are Featured Providers?

    LaunchPad Lab Logotype

    LaunchPad Lab

    4.8 43 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    50 - 249
    Chicago, IL

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% Web Development +3 services
    15% AI Development
    15% Custom Software Development
    10% Cloud Consulting & SI

    LaunchPad Lab is a versatile software development company specializing in custom web and mobile applications, often utilizing technologies such as Ruby on Rails and Salesforce. Their reviews reflect a strong reputation for delivering high-quality, scalable solutions on time, with an impressive 95% of clients highlighting their project management skills and adaptability to client needs. Clients frequently commend their ability to integrate seamlessly with existing systems and cultures, acting as true partners rather than just service providers.

    See all 43 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the last six months, client feedback for LaunchPad Lab highlights their exceptional expertise in AI application development and enterprise solutions. One client from Castle Biosciences noted a 95% success rate in AI accuracy and significant time savings in document processing. The team was praised for their responsiveness, project management, and cultural alignment, with no suggested areas for improvement. Overall, sentiment is highly positive, indicating a strong fit for complex projects.
    Read 1 Recent Review

    Industry Experience

    LaunchPad Lab has received favorable feedback across multiple industries, notably Financial Services, Education, Real Estate, and Automotive. Clients highlight their expertise in developing responsive web platforms, enhancing user experience, and delivering projects on time. In Financial Services, they excel in platform integrations; in Education, they support e-learning solutions. Overall, sentiment is highly positive, affirming LaunchPad Lab's adaptability and collaborative approach, making them a strong fit for businesses seeking technological innovation across diverse sectors.

    Read All Reviews

    Select Industry to see insights

    Other industries Medical Financial services Automotive Real estate Arts, entertainment & music Education Hospitality & leisure Government Business services Information technology

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (6) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Overall, clients perceive LaunchPad Lab as providing good value for money, often highlighting their competitive pricing and high-quality deliverables. For instance, one client noted that they selected LaunchPad due to their pricing fitting within their budget and providing good value for the cost. Another client emphasized the responsive support and timely delivery, stating that they received a well-functioning product that exceeded expectations. The general sentiment among clients is that LaunchPad Lab effectively balances cost and quality, making them a strong choice for various projects.
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    X2 Labs Logotype

    X2 Labs

    5.0 25 reviews
    Premier Verified
    $75,000+
    $50 - $99 / hr
    10 - 49
    Cluj-Napoca, Romania

    Services provided

    35% AI Consulting
    35% AI Agents
    10% Custom Software Development +2 services
    10% Mobile App Development
    10% Product Design

    X2 Labs is a versatile mobile app development company, praised for its exceptional project management and professionalism. With a focus on delivering high-quality, user-friendly solutions, 90% of reviewers highlight their commitment to excellence and the ability to adapt swiftly to changes. Their collaborative approach and culture fit are frequently noted as key strengths.

    See all 25 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the last six months, X2 Labs has received overwhelmingly positive feedback from clients, particularly for their dedication and expertise. One client praised their ability to transform a half-completed app into a successful MVP, highlighting their proactive problem-solving and integration of machine learning models. Clients noted a strong partnership approach, with X2 Labs treating projects as their own. Overall, the sentiment is highly favorable, with no reported areas for improvement.
    Read 1 Recent Review

    Industry Experience

    X2 Labs has received positive feedback across various industries, demonstrating strong expertise in Information Technology, Education, Arts & Entertainment, and Business Services. Clients appreciate their professionalism, project management capabilities, and successful delivery of customized mobile applications. In Education, they excel in developing apps for learning and curriculum support, while in Arts & Entertainment, they enhance event experiences through innovative solutions. Overall, X2 Labs is recommended for projects in these sectors due to their proven ability to meet client needs and deliver high-quality results.

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    Select Industry to see insights

    Arts, entertainment & music Other industries Business services eCommerce Government Software Information technology Education Sports

    Average Project Cost Breakdown

    $10,000 to $49,000 (6) $50,000 to $199,999 (6) Less than $10,000 (3) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently praise X2 Labs for their cost-effectiveness and value for money, often highlighting their alignment with budgetary constraints. For instance, one client noted, 'Pricing fit our budget' and another emphasized 'good value for cost.' Overall sentiment reflects satisfaction with the quality of work delivered within budget, with many clients expressing appreciation for the high standards of professionalism and timely delivery, further reinforcing the company's reputation for providing excellent value.
    Read All Reviews

    More responsive than most other service providers

    X2 Labs 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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    Integris Logotype

    Integris

    4.9 93 reviews
    Premier Verified
    $5,000+
    $150 - $199 / hr
    1,000 - 9,999
    Cranbury, NJ

    Services provided

    10% AI Consulting
    70% IT Managed Services
    10% Cybersecurity +1 service
    10% IT Strategy Consulting

    Integris is a managed IT services and cybersecurity provider, offering comprehensive remote and on-site solutions, including IT infrastructure, security testing, and cloud services. Across reviews, Integris is praised for its responsive customer service, knowledgeable team, and effective project management. Approximately 85% of reviewers highlight their expertise in cybersecurity and IT support, while 70% commend their proactive communication and reliability.

    See all 93 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Recent reviews indicate a strong overall sentiment towards Integris, highlighting their high-quality team and responsive service. A former CFO noted their proactive communication and effective management of cybersecurity, stating, "I always feel we’re getting appropriate, state-of-the-art attention to the infrastructure." Clients appreciate the depth of expertise across the team, with one remarking, "It’s unusual to find a team where everyone is high-quality." No significant areas for improvement were identified, reinforcing a positive client experience.
    Read 1 Recent Review

    Industry Experience

    Integris has demonstrated strong expertise across various industries, including financial services, healthcare, and non-profit organizations. Clients consistently recognize their proactive approach, high-quality service, and ability to provide tailored IT solutions. Overall sentiment reflects satisfaction with Integris' responsiveness and project management, particularly in cybersecurity and infrastructure. They are especially well-suited for organizations requiring comprehensive IT support and those looking to transition to cloud-based systems.

    Read All Reviews

    Select Industry to see insights

    Other industries Arts, entertainment & music Financial services Retail Medical Media Business services Non-profit Manufacturing Education Real estate Hospitality & leisure Legal Advertising & marketing Automotive

    More responsive than most other service providers

    Integris is very responsive

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

    View projects from:

    United States (92) Japan (1)
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  • Pixelum Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Chicago, IL

    Services provided

    20% AI Consulting
    20% AI Development
    20% API Development +2 services
    20% Content Marketing
    20% UX/UI Design

    Pixelum, a Content Marketing company, was launched in 2024. The team provides Content Marketing and UX/UI Design and is located in Chicago, Illinois.

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  • Recurrent Software Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    50% AI Development
    30% Generative AI

    Recurrent Software is an artificial intelligence development company. Located in Bengaluru, India, the team offers Artificial Intelligence and Generative AI.

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  • Infocion LLP Logotype

    Infocion LLP

    Not yet reviewed

    $100,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Digital Engineering +2 services
    20% Mobile App Development
    20% Web Development

    Headquartered in Atlanta, Georgia, Infocion LLP is a cloud consulting & SI company. The team focuses on cloud consulting & SI and Web Development.

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  • Sintano Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Branding
    20% Graphic Design +2 services
    20% Print Design
    20% Web Development

    Founded in 2023, Sintano is a branding company. Headquartered in Amsterdam, Netherlands, the team provides Branding and Graphic Design.

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  • Zaltech AI Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    San Francisco, CA

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    20% IT Managed Services

    Zaltech AI is an IT managed services company. The team focuses on IT managed services and Custom Software Development and is based in San Francisco, California and Dubai, United Arab Emirates.

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  • PAASSIONIS SOLUTIONS PRIVATE LIMITED Logotype

    PAASSIONIS SOLUTIONS PRIVATE LIMITED

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49

    Services provided

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

    Based in Gurugram, India, PAASSIONIS SOLUTIONS PRIVATE LIMITED is a small web development firm. The team specializes in Web Development and Mobile App Development.

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  • Connect AI Solutions Logotype

    Connect AI Solutions

    Not yet reviewed

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

    Services provided

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

    Connect AI Solutions is a web design company. The team focuses on Web Design and UX/UI Design and is in.

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  • Simply Expert Logotype

    Simply Expert

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49

    Services provided

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

    Simply Expert is a web design agency. They are headquartered in Riyadh, Saudi Arabia and have small team. They provide Web Design and UX/UI Design.

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  • Nublado Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    Gdańsk, Poland

    Services provided

    20% AI Consulting
    40% CRM Consulting and SI
    40% Cloud Consulting & SI

    Nublado is a cloud consulting & SI company. They are headquartered in Gdańsk, Poland, and their services include cloud consulting & SI and CRM consulting and SI.

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  • Softotech Solution Logotype

    Softotech Solution

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Branding
    20% Mobile App Development +2 services
    20% Pay Per Click
    20% Search Engine Optimization

    Softotech Solution is an Austin, Texas-based branding firm. They offer Branding and Search Engine Optimization.

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  • Lumio AI Logotype

    Not yet reviewed

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

    Services provided

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

    Software development company Lumio AI is headquartered in Bengaluru, India. Launched in 2024, the team provides Custom Software Development and Mobile App Development.

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  • Nida Ai Logotype

    Nida Ai

    Not yet reviewed

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

    Services provided

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

    Nida Ai is a mobile app development firm. The Ahmedabad, India-based team provides Mobile App Development and Artificial Intelligence.

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  • Digital Security Agency Logotype

    Digital Security Agency

    Not yet reviewed

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

    Services provided

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

    Digital Security Agency is a big data company. Their team is located in Islamabad, Pakistan and Islamabad, Pakistan and provides BI & big data consulting & SI and Cybersecurity.

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  • Adinovi Logotype

    Adinovi

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Compliance Consulting +2 services
    20% Cybersecurity
    20% IT Strategy Consulting

    Adinovi is a Budhanilkantha, Nepal-based IT strategy consulting company. The team focuses on IT strategy consulting and Cybersecurity.

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  • MerchFace Logotype

    MerchFace

    Not yet reviewed

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

    Services provided

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

    MerchFace is a SEO company. Their team is headquartered in Minneapolis, Minnesota. The company offers Search Engine Optimization and Mobile App Development.

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  • VisualLabs Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Budapest, Hungary

    Services provided

    20% AI Consulting
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2 services
    20% Cloud Consulting & SI
    20% ERP Consulting and SI

    VisualLabs, a big data analytics company, was launched in 2017. The agency focuses on BI & big data consulting & SI and cloud consulting & SI, and is small.

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  • Codeket Logotype

    Codeket

    Not yet reviewed

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

    Services provided

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

    Located in Katsina, Nigeria, Codeket is a small software development firm. The team provides Custom Software Development and Web Development.

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  • UAI Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tallinn, Estonia

    Services provided

    20% AI Consulting
    20% AI Development
    20% IT Strategy Consulting +2 services
    20% Low/No Code Development
    20% Robotics Process Automation

    Founded in 2023, UAI Labs, a small IT strategy consulting company, is based in Tallinn, Estonia. Their services include IT strategy consulting and Artificial Intelligence.

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  • HiveMind Ventures Pte Ltd Logotype

    HiveMind Ventures Pte Ltd

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Digital Strategy +2 services
    20% IT Strategy Consulting
    20% Sales Outsourcing

    HiveMind Ventures Pte Ltd is a Digital Strategy company. The team specializes in Digital Strategy and IT strategy consulting and is in Singapore, Singapore.

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  • IonX AI Logotype

    IonX AI

    Not yet reviewed

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

    Services provided

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

    Launched in 2024, IonX AI is a custom software development company. The firm provides Custom Software Development and Artificial Intelligence, and is small.

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  • Synaptik Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    San Francisco, CA

    Services provided

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

    Synaptik, a small Cybersecurity company, is headquartered in San Francisco, California. Their services include Cybersecurity and Artificial Intelligence.

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  • Liquid Mash Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sandton, South Africa

    Services provided

    20% AI Consulting
    20% AI Development
    20% Branding +2 services
    20% Customer Service Outsourcing
    20% IT Managed Services

    Liquid Mash is a branding firm. The firm is in Sandton, South Africa. Their team focuses on Branding and IT managed services.

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  • Social Stardom Logotype

    Social Stardom

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Search Engine Optimization +2 services
    20% UX/UI Design
    20% Web Development

    Social Stardom, a SEO company, is headquartered in Pune, India. They provide Search Engine Optimization and UX/UI Design.

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  • 312 Solutions Logotype

    312 Solutions

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% IT Strategy Consulting +3 services
    20% Performance Marketing
    10% Digital Strategy
    10% Web Design

    Launched in 2013, 312 Solutions is a Digital Strategy company. The small team offers Digital Strategy and IT strategy consulting.

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  • KONCPT AI Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Blockchain
    20% Generative AI

    KONCPT AI, a data analytics company, is headquartered in Ahmedabad, India. Their services include BI & big data consulting & SI and Artificial Intelligence.

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  • LSC Group® Logotype

    LSC Group®

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Computer Engineering +2 services
    20% Cybersecurity
    20% IT Strategy Consulting

    LSC Group®, an IT strategy consulting company, was established in 2024. In Boulder, Colorado, the team specializes in IT strategy consulting and Cybersecurity.

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  • SpikeTech Logotype

    SpikeTech

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    IT strategy consulting company SpikeTech is in Gurugram, India. The team provides IT strategy consulting and Web Development.

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  • eagle soluções em IA Logotype

    eagle soluções em IA

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% BI & Big Data Consulting & SI
    20% Generative AI

    Eagle soluções em IA is a big data analytics company. The Alphaville Empresarial, Brazil-based agency provides BI & big data consulting & SI and Artificial Intelligence.

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  • ADOPLE AI Logotype

    ADOPLE AI

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% Blockchain
    20% Generative AI

    ADOPLE AI is a small Salem, India-based artificial intelligence firm. The team provides Artificial Intelligence and Blockchain.

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  • SharkOps Technologies Pvt Ltd Logotype

    SharkOps Technologies Pvt Ltd

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% Generative AI
    20% Microservices Architecture Services

    Founded in 2024, SharkOps Technologies Pvt Ltd is a small kanpur, India-based AI company. Their team focuses on Artificial Intelligence and AI Consulting.

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  • Moltis LLP Logotype

    Moltis LLP

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    40% CRM Consulting and SI
    40% ERP Consulting and SI

    Moltis LLP is a small CRM consulting and SI company in Ahmedabad, India. Their services include CRM consulting and SI and ERP consulting and SI.

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  • 5 Star Utilities Ltd Logotype

    5 Star Utilities Ltd

    Not yet reviewed

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

    Services provided

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

    5 Star Utilities Ltd is an IT strategy consulting company. Located in Burnley, England and Austin, Texas, their team offers IT strategy consulting and cloud consulting & SI.

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  • GOPRIME NETWORKS & SYSTEMS PVT LTD Logotype

    GOPRIME NETWORKS & SYSTEMS PVT LTD

    Not yet reviewed

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

    Services provided

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

    Established in 2015, GOPRIME NETWORKS & SYSTEMS PVT LTD is an IT strategy consulting company. Their team specializes in IT strategy consulting and cloud consulting & SI.

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  • OPMIT Solutions Logotype

    OPMIT Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% E-Commerce Development
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    OPMIT Solutions, an UX company, focus on UX/UI Design and Web Development. They were established in 2025.

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  • Critical Cloud Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Application Management & Support
    20% Cloud Consulting & SI +2 services
    20% Cybersecurity
    20% DevOps Managed Services

    Critical Cloud is a cloud consulting & SI company. Established in 2024, their team focuses on cloud consulting & SI and Cybersecurity.

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  • Neointelli Technologies Logotype

    Neointelli Technologies

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Agents
    20% BI & Big Data Consulting & SI +2 services
    20% IT Managed Services
    20% Staffing

    Founded in 2025, Neointelli Technologies is a small data analytics company. Their services include BI & big data consulting & SI and IT managed services.

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  • Uptek Solutions CORP Logotype

    Uptek Solutions CORP

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Computer Engineering +2 services
    20% Custom Software Development
    20% DevOps Managed Services

    Established in 2022, Uptek Solutions CORP is a cloud consulting & SI company. The company provides cloud consulting & SI and Custom Software Development.

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  • The Rehab SEO Specialists Logotype

    The Rehab SEO Specialists

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Marketing Strategy
    20% Search Engine Optimization +2 services
    20% UX/UI Design
    20% Web Design

    The Rehab SEO Specialists is a Marketing Strategy company. The team focuses on Marketing Strategy and Search Engine Optimization and is located in Cottonwood Heights, Utah.

    Read more
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  • Vsenk Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +3 services
    20% Web Development
    10% Custom Software Development
    10% IT Staff Augmentation

    Vsenk is a small Clermont, Florida-based artificial intelligence company. The team specializes in Artificial Intelligence and AI Consulting.

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  • Brevocity Solutions Group Logotype

    Brevocity Solutions Group

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% API Development +2 services
    20% Business Consulting
    20% IT Staff Augmentation

    Brevocity Solutions Group is a Sacramento, California-based IT staff augmentation company. They offer IT staff augmentation and Artificial Intelligence and were founded in 2011.

    Read more
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  • Beyond The Call Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49
    Markham, Canada

    Services provided

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

    Established in 2018, Beyond The Call is a custom software development company. The team provides Custom Software Development and Mobile App Development.

    Read more
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  • Datai Logotype

    Datai

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    25% AI Development
    25% BI & Big Data Consulting & SI +3 services
    10% AI Agents
    10% Digital Engineering
    10% Market Research

    Data analytics company Datai was launched in 2019. The agency offers BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • TELDAR Logotype

    TELDAR

    Not yet reviewed

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

    Services provided

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

    Custom software development firm TELDAR was established in 2024. The agency offers Custom Software Development and Artificial Intelligence.

    Read more
    View Profile
  • CDSLVN Logotype

    CDSLVN

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% IT Strategy Consulting
    20% IoT Development +2 services
    20% Mobile App Development
    20% Web Development

    CDSLVN is a Trung Liệt, Vietnam-based IT strategy consulting company. They offer IT strategy consulting and Web Development and were founded in 2025.

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  • ATMEZ AI Solutions Pvt. Ltd. Logotype

    ATMEZ AI Solutions Pvt. Ltd.

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Enterprise App Modernization +2 services
    20% Mobile App Development
    20% UX/UI Design

    UX design company ATMEZ AI Solutions Pvt. Ltd. Was established in 2025. The small team offers UX/UI Design and cloud consulting & SI.

    Read more
    View Profile
  • Cameo Labs Logotype

    Cameo Labs

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Fractional CFO Services
    20% Generative AI

    Cameo Labs is a custom software development company. The team provides Custom Software Development and Artificial Intelligence and is located in West Jordan, Utah.

    Read more
    View Profile
  • Saintsmen Systems Private Limited Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% BI & Big Data Consulting & SI
    20% Branding +2 services
    20% Mobile App Development
    20% Sales Outsourcing

    Saintsmen Systems Private Limited is a branding company. Founded in 2023, their team focuses on Branding and BI & big data consulting & SI.

    Read more
    View Profile
  • DataManuFactory Logotype

    DataManuFactory

    Not yet reviewed

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

    Services provided

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

    DataManuFactory is an IT strategy consulting company. Their small team of employees is in Dubai, United Arab Emirates. Their team provides IT strategy consulting and Artificial Intelligence.

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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 Cheesecake Labs – AI, Data, & Product
2 HatchWorks AI
3 RebelDot
4 Dotsquares
5 DianApps
6 Dualboot Partners
7 DOOR3
8 tkxel
9 Intuz
10 Neoteric
11 Opinov8 Digital and Engineering Solutions
12 Integris
13 blackthorn.ai
14 NineTwoThree AI Studio
15 SOLTECH

List of the Top 15 AI Consulting Firms

  1. Cheesecake Labs – AI, Data, & Product Logotype

    Cheesecake Labs – AI, Data, & Product

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

    Ability to deliver

    39.6/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  2. HatchWorks AI Logotype

    HatchWorks AI

    $25,000+
    $50 - $99 / hr
    250 - 999
    Atlanta, GA

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Consulting
    60% Other
    View Profile Visit Website
  3. RebelDot Logotype

    RebelDot

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

    Ability to deliver

    38.6/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  4. Dotsquares Logotype

    Dotsquares

    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    38.2/40.0
    18.8/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  5. DianApps Logotype

    DianApps

    $10,000+
    $25 - $49 / hr
    50 - 249
    Gurugram, India

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  6. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    Ability to deliver

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

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  7. DOOR3 Logotype

    DOOR3

    $25,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Ability to deliver

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

    Service focus

    34% AI Consulting
    66% Other
    View Profile Visit Website
  8. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.1/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  11. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    37.5/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  12. Integris Logotype

    Integris

    $5,000+
    $150 - $199 / hr
    1,000 - 9,999
    Cranbury, NJ

    Ability to deliver

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

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  13. blackthorn.ai Logotype

    blackthorn.ai

    $10,000+
    $50 - $99 / hr
    10 - 49
    Lewes, DE

    Ability to deliver

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

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  14. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

    $100,000+
    $100 - $149 / hr
    50 - 249
    Danvers, MA

    Ability to deliver

    38.8/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  15. SOLTECH Logotype

    SOLTECH

    $10,000+
    $150 - $199 / hr
    50 - 249
    Atlanta, GA

    Ability to deliver

    39.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.4/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  17. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

    37.3/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  19. Deviniti Logotype

    Deviniti

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

    Ability to deliver

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

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  20. Softermii Logotype

    Softermii

    $5,000+
    $25 - $49 / hr
    50 - 249
    Los Angeles, CA

    Ability to deliver

    39/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  21. xfive Logotype

    xfive

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

    Ability to deliver

    38.9/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  22. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.5/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  23. Sigmoidal LLC Logotype

    Sigmoidal LLC

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

    Ability to deliver

    35.9/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    65% AI Consulting
    35% Other
    View Profile Visit Website
  24. GLOBALDEV Logotype

    GLOBALDEV

    $50,000+
    $25 - $49 / hr
    250 - 999
    Warszawa, Poland

    Ability to deliver

    37.4/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  25. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    36.3/40.0
    18/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  26. Symphony Solutions Logotype

    Symphony Solutions

    $25,000+
    $25 - $49 / hr
    250 - 999
    Amsterdam, Netherlands

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  27. Future Processing Logotype

    Future Processing

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

    Ability to deliver

    39.1/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  28. Addepto (Part of KMS Technology) Logotype

    Addepto (Part of KMS Technology)

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

    Ability to deliver

    36.5/40.0
    16.8/20 Reviews
    9.9/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  29. AE Studio Logotype

    AE Studio

    $25,000+
    Undisclosed
    50 - 249
    Marina del Rey, CA

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  30. Netguru Logotype

    Netguru

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

    Ability to deliver

    39/40.0
    19/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website

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AI Consulting FAQs

AI consulting companies help organizations evaluate, design, and implement artificial intelligence solutions. They audit existing data infrastructure, identify high-impact use cases such as demand forecasting or predictive maintenance, and develop roadmaps that align technology with business objectives. Many also manage model development, deployment, and the change-management work needed for adoption.

Budgets vary widely depending on several key factors, including scope, project complexity, and agency reputation. According to Clutch pricing data, smaller discovery engagements start around $15,000, while end-to-end AI transformations can exceed $250,000. Hourly rates typically fall between $125 – $300, influenced by team seniority, location, and specialization.

Consulting focuses on strategy — identifying high-impact use cases, estimating ROI, and assessing data readiness before any code is written. On the other hand, development covers the hands-on work of building, training, and deploying models. Many firms offer both, beginning with workshops and progressing to full implementation.

Clarify your business goals and success metrics first, then validate the team makeup — data scientists, ML engineers, and domain experts, not just AI generalists. Ask for relevant case studies and a clear view of how they handle data privacy and governance.

A paid discovery sprint confirms fit before a longer commitment. Cut through the clutter by leveraging Clutch’s resources and filters to streamline your search.

The clearest warning sign is guaranteed accuracy or ROI claims, such as promises of perfect precision in a fixed window; responsible firms talk in terms of evaluation and tradeoffs. Also, watch for unclear ownership of models and code, and reluctance to start with a small, measurable pilot.

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