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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: August 13, 2026
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27,513 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 86 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

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

    Simform is a software development company specializing in custom software solutions, mobile app development, and system integrations. Reviews highlight their strong communication, technical expertise, and responsiveness, with 90% of feedback being positive. Clients appreciate their dedication to understanding long-term goals, resulting in sustainable solutions. A recurring theme (noted by 70% of reviewers) is their ability to seamlessly integrate with in-house teams and deliver on time.

    See all 86 projects

    Reviews mention Accommodating

    Client feedback highlights Simform's accommodating nature, with specific mentions of their responsiveness and flexibility. One CEO noted their 'very responsive' approach and weekly check-ins, while a startup founder praised their 'incredibly flexible' working style, allowing for direct interaction with developers. Overall, the sentiment reflects a strong appreciation for Simform's adaptability to client needs and schedules, contributing positively to project outcomes.
    • Mobile App Development for Digital Transformation Agency
      4.5 Aug 24, 2023

      Their ability to accommodate and be flexible to our needs is impressive.

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    • Mobile App Development for Medical Technology Company
      4.5 Dec 14, 2022

      They were professional, adapted to our short-notice needs, documented everything, and were transparent and smooth throughout the process.

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    • Create Digital Tools for Communication Platform for Parents
      5.0 Jul 2, 2020

      Their team is incredibly flexible in the ways in which they work with their clients. I’m personally a very hands-on founder, so I like to handle project management on my side of the engagement, and I really appreciate their willingness to let me interact directly with the developers and other individuals we need when we need them. They have been extremely adaptable to our workflow throughout the project so far.

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    • Digital Platforms Maintenance for Insurance Brokerage Co
      5.0 Jun 28, 2023

      Very responsive to our needs, we have weekly check-ins. The team, including managers are available when we need them. I appreciate their ability to deliver quality work and be very accommodating to our needs and schedule.

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

    Reviewed 3 times in the past 6 months

    In recent reviews, clients praised Simform for their professionalism, responsiveness, and commitment to long-term solutions. One client noted their 'strong communication practices' and timely delivery within budget, while another highlighted the team's proactive approach to understanding project needs. A CTO commended Simform's expertise in software development, emphasizing their ability to manage complex tasks independently. Overall, the sentiment is highly positive, though there are suggestions for improved end-user documentation.
    Read 3 Recent Reviews

    Industry Experience

    Simform has garnered positive feedback across various industries, showcasing expertise in Education, Hospitality, Information Technology, and Financial Services. Reviews emphasize their strengths in project management, timely delivery, and responsiveness, leading to successful outcomes. Clients appreciate their ability to align with organizational needs, enhance user experiences, and develop scalable solutions. Overall, Simform is well-suited for clients in sectors prioritizing technical development, user-centric designs, and strategic collaboration.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    United States (50) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Wizard Labs Logotype

    Wizard Labs

    5.0 6 reviews
    Premier Verified
    $50,000+
    $100 - $149 / hr
    10 - 49
    Vancouver, Canada

    Services provided

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

    Wizard Labs is a technology consultancy specializing in AI and machine learning solutions. The overall feedback from their reviews is overwhelmingly positive, with 100% of clients praising their project management and technical expertise. Approximately 90% of reviewers highlight the professionalism and depth of knowledge demonstrated by Maz, the founder, in guiding projects efficiently. Clients appreciate their capacity to deliver high-quality, scalable products on time and within budget, with no significant areas for improvement noted.

    See all 6 projects
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews for Wizard Labs highlight their exceptional project management, technical expertise, and client-focused approach. Clients commend their ability to deliver polished MVPs and provide clear, actionable guidance on complex AI projects. One client noted, 'Maz and his team know their stuff,' emphasizing their honest assessments and commitment to quality. Overall, sentiment is highly positive, with no reported areas for improvement, reflecting strong client satisfaction and confidence in their capabilities.
    Read 2 Recent Reviews

    Industry Experience

    Wizard Labs has demonstrated strong expertise across multiple industries, including business services, customer communication, franchising, AI automation, and information technology. Clients highlight their exceptional project management and AI/ML capabilities, with positive feedback on the quality of deliverables and responsiveness. The overall sentiment is highly favorable, particularly in AI-driven projects, suggesting Wizard Labs is well-suited for clients seeking innovative solutions in tech-heavy environments.

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    Select Industry to see insights

    Information technology Business services Wellness & Fitness Software Logistics & Supply Chain

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently express satisfaction with Wizard Labs' pricing, noting it aligns well with their budgets while delivering exceptional value. One client highlighted that their 'pricing fit our budget and offered good value for the cost,' while another remarked on their 'good value for cost' and 'high-quality software that exceeded expectations.' Overall, feedback indicates that Wizard Labs is perceived as a cost-effective partner that provides high-quality results without sacrificing service.
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    United States (3) Canada (2)
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    BlueLabel Logotype

    BlueLabel

    4.7 70 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

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

    BlueLabel is a versatile technology consultancy known for its expertise in AI development, app design, and workflow automation. Across their reviews, clients consistently praise their agility, strategic clarity, and technical execution. BlueLabel's responsiveness and ability to integrate with existing systems are commended by 100% of reviewers, while 60% highlight their exceptional project management. Their commitment to delivering results on time and their ability to align with client cultures and values are frequently noted. Overall, BlueLabel maintains high client satisfaction, with no significant areas for improvement reported.

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

    Reviewed 2 times in the past 6 months

    In the past six months, clients have praised BlueLabel for their strong project management and effective communication. A director from Zip noted their impressive ability to embed within the team and deliver a comprehensive design toolkit, although they suggested improvements in proactive communication during delays. Similarly, the CEO of Morgan Group highlighted their structured approach and rapid delivery of Microsoft-native AI pilots, achieving significant time savings without introducing new tools. Overall, feedback indicates a high level of satisfaction with BlueLabel's services.
    Read 2 Recent Reviews

    Industry Experience

    BlueLabel has demonstrated expertise across various industries, notably in Financial Services, Manufacturing, Healthcare, and Insurance, where they excelled in UX design, AI integration, and project management. Clients praised their ability to align with business objectives and deliver effective solutions, highlighting their responsiveness and collaborative approach. Overall sentiment reflects satisfaction, with clients appreciating their adaptability and commitment to quality work, making them well-suited for projects in these sectors.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (17) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's pricing and value for money is overwhelmingly positive, with many noting that their costs align well with the quality of service provided. For example, one client highlighted that BlueLabel's competitive pricing and high-quality output made them a preferred choice over other vendors. Another client emphasized that BlueLabel's transparent communication about costs and budget management contributed to overall satisfaction. Overall, clients appreciate the value received relative to their investment, often remarking on the exceptional quality and responsiveness of the team.
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    United States (67) Thailand (1) United Arab Emirates (1)
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  • AestheTeQs Logotype

    AestheTeQs

    Not yet reviewed

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

    Services provided

    60% AI Development
    20% AI Agents
    20% Generative AI

    Launched in 2022, AestheTeQs is an artificial intelligence company. Their services include Artificial Intelligence and Generative AI.

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  • Real Enterprise Inc Logotype

    Real Enterprise Inc

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    AI Consulting company Real Enterprise Inc focuses on AI Consulting. They were established in 2025.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 26 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

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

    Azumo is a software development company with a strong emphasis on customized solutions, cloud migration, and resource augmentation. Across the reviews, 100% of the feedback is positive, highlighting their flexibility, excellent project management, and ability to meet deadlines. Approximately 70% of reviewers specifically mention Azumo's cultural fit and alignment with company values, emphasizing their collaborative approach and commitment to client success.

    See all 26 projects

    Reviews mention Knowledgeable

    The reviews consistently highlight Azumo's extensive knowledge and professionalism. Clients praised their adeptness in addressing complex challenges, such as software modernization and UI/UX development. One client noted, "Azumo was very professional, knowledgeable, and had excellent communication," while another emphasized their "impressive development knowledge" and responsiveness. Overall, clients express a high level of satisfaction, indicating that Azumo's expertise significantly contributed to the success of their projects.
    • Custom Software Development for Biomaterials Startup
      4.5 Feb 15, 2022

      However, Azumo was very professional, knowledgeable, and had excellent communication.

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    • MVP Dev & UI/UX Design for Real-Time Events Application
      5.0 Feb 15, 2022

      Azumo knows what they’re doing, so listen to them and allow them to get you to the next step. They’re a very knowledgeable team and they’re worth every dime.

      Read Full Review
    • Dev for Digital Tool & Enterprise Platform
      5.0 Nov 30, 2018

      We’re still getting to know our second developer, but his work ethic and knowledge are very good. He writes many of our tests.

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    • Software Development for Managed IT Company
      5.0 Dec 25, 2018

      They're personable, efficient, knowledgeable, and extremely customer-oriented. Their extensive experience with software and technology architecture equips them to design and implement robust platforms.

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    • Artificial Intelligence Dev for Discovery Networks Latin America
      5.0 Nov 30, 2018

      Their development knowledge is impressive. They’ve been very professional and patient with Amazon’s requirements, which ask for very high standards.

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    3 of 3 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews for Azumo highlight a strong overall sentiment of satisfaction among clients. Notable feedback includes their flexibility and effective project management, especially in adapting to evolving project scopes. One client praised Azumo for reducing staff labor time by 85% through automated solutions. Another emphasized the high level of customer service and collaboration provided. However, some clients noted minor team turnover as a potential area for improvement. Overall, Azumo is recognized for delivering quality products and maintaining strong communication.
    Read 3 Recent Reviews

    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 (2)

    What Clients Have Said

    Azumo is frequently recognized for delivering exceptional value for money, with clients appreciating their cost-effectiveness. One client noted they chose Azumo for their 'good value for cost,' while another highlighted their flexibility in accommodating project scope changes without compromising quality. The overall sentiment indicates that clients feel they receive quality service and outcomes relative to their investment, with many expressing satisfaction with the results achieved and the professionalism of the Azumo team.
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    United States (20) Canada (2) Mexico (1)
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    Qubika Logotype

    Qubika

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

    Services provided

    30% AI Development
    30% Cloud Consulting & SI
    20% UX/UI Design +2 services
    10% AI Agents
    10% Mobile App Development

    Qubika is a versatile technology services company specializing in mobile app development, data engineering, and product design solutions. Overall feedback is overwhelmingly positive, with 100% of reviews highlighting their professionalism, timely delivery, and high-quality work. Clients frequently praise Qubika's adaptability, communication, and the ability to quickly provide skilled talent, making them a preferred partner across various technology-driven projects.

    See all 61 projects

    Reviews mention Dedicated

    Clients frequently highlight the dedication of Qubika's team, noting their commitment to project success. One CEO remarked on the impressive dedication of developers, particularly when one spent four weeks on-site, enhancing collaboration. Another client emphasized their efficiency and dedication, successfully building substantial features within a tight timeline. Overall, the sentiment surrounding Qubika's dedication is overwhelmingly positive, reflecting a strong commitment to client needs and project outcomes.
    • iOS App Dev for Video Content Platform
      4.5 Jul 17, 2017

      The speed of their development was the biggest pro in working with them. They built a significant part of our user profile in two months. They were efficient and dedicated. I don’t have any specific metrics.

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    Industry Experience

    Qubika demonstrates expertise across various industries, notably in Information Technology, Education, and Hospitality. Clients commend their exceptional project management, technical proficiency, and ability to deliver high-quality work on tight deadlines. In Information Technology, they excel in mobile app development and infrastructure projects, while in Education, their work on interactive platforms is highly praised. The overall sentiment is overwhelmingly positive, with clients appreciating their collaborative approach, responsiveness, and commitment to aligning with client goals. This makes Qubika a suitable partner for technology-driven projects in these sectors.

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    Select Industry to see insights

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

    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

    Clients consistently note that Qubika delivers strong value for money, citing competitive pricing and high-quality work. For example, one client highlighted that Qubika's pricing fit their budget while delivering exceptional service and results. Another remarked on their ability to manage projects efficiently, providing timely updates and responsiveness to feedback. Overall, the sentiment reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing Qubika's reputation as a reliable partner.
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    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Sketch Development Logotype

    Sketch Development

    5.0 23 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

    25% Custom Software Development
    15% AI Development
    10% AI Agents +5 services
    10% AI Consulting
    10% API Development
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Sketch Development is a versatile software development company providing comprehensive services such as UX/UI design, Agile coaching, and custom software solutions across various sectors. Reviews indicate overwhelmingly positive feedback, with 100% of clients appreciating their project management, responsiveness, and alignment with company culture. A notable 70% of reviewers highlight their impressive ability to adapt and deliver tailored solutions efficiently.

    See all 23 projects
    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

    Over the past six months, clients have consistently praised Sketch Development for their professionalism, responsiveness, and ability to deliver tailored software solutions. For instance, Impact Marketplace noted a significant reduction in project processing time and appreciated the team's organizational skills. Similarly, Crumrine Property Tax Advisors highlighted the efficiency gained from automated invoicing. Overall, the sentiment is overwhelmingly positive, with no major areas for improvement identified by clients.
    Read 6 Recent Reviews

    Industry Experience

    Sketch Development has demonstrated strong expertise across various industries, including Financial Services, Arts & Entertainment, Retail, Real Estate, Utilities, Non-Profit, and Medical. Client feedback highlights their strengths in project management, responsiveness, and delivering tailored technological solutions. Overall sentiment is highly positive, with clients praising their ability to understand complex industry needs and deliver effective, user-friendly solutions. This makes Sketch Development particularly well-suited for projects requiring agile methodologies, software development, and custom application design.

    Read All Reviews

    Select Industry to see insights

    Utilities Real estate Healthcare Consulting Manufacturing Medical Consumer Products Insurance Other Industry Banks Non-profit Financial services Retail Arts, entertainment & music

    More responsive than most other service providers

    Sketch Development 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:

    St. Louis, Missouri (10) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Brunswick, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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  • Solve8 IT Services Logotype

    Solve8 IT Services

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% Generative AI +2 services
    15% AI Agents
    10% Web Development

    AI firm Solve8 IT Services was launched in 2014. The agency focuses on Artificial Intelligence and AI Consulting.

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  • Makkook AI Logotype

    Not yet reviewed

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

    Services provided

    80% AI Development
    20% AI Consulting

    Makkook AI is an artificial intelligence firm. Based in Manama, Bahrain and Cairo, Egypt, the team offers Artificial Intelligence and AI Consulting.

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  • AI Answers Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    15% Business Consulting
    15% Generative AI +2 services
    10% AI Agents
    10% AI Development

    AI Answers is a small AI Consulting company. Founded in 2026, the team focuses on AI Consulting and Generative AI.

    Read more
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  • IAOptimiza Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Madrid, Spain

    Services provided

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

    Artificial intelligence company IAOptimiza was founded in 2024. The team offers Artificial Intelligence and AI Consulting and is headquartered in Madrid, Spain.

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  • Next Gen Technologies Logotype

    Next Gen Technologies

    Not yet reviewed

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

    Services provided

    70% AI Development
    15% Ecommerce Marketing
    15% IoT Development

    Next Gen Technologies is an artificial intelligence company. They offer Artificial Intelligence and Ecommerce Marketing and were launched in 2023.

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  • Featured

    What are Featured Providers?

    Altar.io Logotype

    Altar.io

    4.9 28 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    10 - 49
    Lisboa, Portugal

    Services provided

    40% Custom Software Development
    25% AI Development
    15% Mobile App Development +2 services
    10% AI Consulting
    10% Product Design

    Altar.io is a software development company specializing in creating MVPs and custom solutions for startups across various industries. Reviews consistently highlight their exceptional project management and responsiveness, with 100% of reviewers praising their proactive communication and unique approach to collaboration. Clients commend Altar.io for their innovative thinking and dedication, with over 90% noting their ability to align projects with business goals.

    See all 28 projects

    Reviews mention Trustworthy

    Altar.io has consistently demonstrated a high level of trustworthiness according to client feedback. One client noted that the team felt like a 'natural extension' of their company, fostering a sense of trust and competence. Another client emphasized the quick establishment of a trust-based relationship, stating they never felt overcharged. Both reviews highlight Altar.io's commitment to clients' success, with deliverables surpassing expectations and a proactive communication style that reinforces their reliability.
    • FinTech Software Development for Lending Company
      5.0 Aug 28, 2024

      Altar.io is very focused and diligent in their process, and they believe in focusing on quality over speed. Thus, they don't want to rush something and do it the wrong way. Instead, they would rather take some extra time to do it right. Overall, Altar.io is a first-class professional organization with a lot of accountability. I would recommend them to anyone.

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    • MVP Frontend Dev for FinTech Tool
      5.0 May 24, 2019

      Their process included multiple interviews and an iterative approach with design thinking. They were responsive and proactively warned us about delays. We had daily exchanges during the project phase. We built a relationship of trust quickly, so I never felt that they were charging us too much. Our simple contract, which didn’t go into much detail, was based on trust, and it worked out well.

      Read Full Review
    • Product Discovery & MVP Dev for SaaS Startup
      5.0 Jun 26, 2022

      It's hard to express in words how Daniel and the entire team truly feel as if they are part of your company. It is rare that an organization can create a feeling of not only extreme competence but even more importantly trust in such a short span of time. As a founder starting out, I was challenged, I was pushed and I was given support by Altar.io the same way my other co-founders have been throughout our journey.

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    Average Project Cost Breakdown

    $10,000 to $49,000 (13) Less than $10,000 (5) $50,000 to $199,999 (5)

    What Clients Have Said

    Altar.io is consistently noted for providing excellent value for money, with clients highlighting their flexibility in budget and willingness to adjust project scopes. One client appreciated the team's ability to align with startup budget constraints, stating they demonstrated 'real flexibility around my budget.' Another remarked on the superior efficiency compared to previous vendors, noting a significant increase in project efficiency. Overall, clients express satisfaction with the costs relative to the quality of work delivered, often viewing Altar.io as a partner invested in their success.
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    More responsive than most other service providers

    Altar.io is very responsive

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

    View projects from:

    United States (9) Portugal (4) Switzerland (4) Australia (2) India (2) England (2) Ireland (1) Pakistan (1) Saudi Arabia (1)
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    Snotor Logotype

    Snotor

    5.0 35 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Rīga, Latvia

    Services provided

    30% Mobile App Development
    25% Web Development
    10% AI Development +4 services
    10% Custom Software Development
    10% Generative AI
    10% IT Staff Augmentation
    5% UX/UI Design

    Snotor is a versatile development company specializing in software and mobile app development, AI solutions, and technical audits. Their reviews on Clutch.co are overwhelmingly positive, with consistent praise for their technical expertise, communication, and project management. Approximately 100% of the reviews commend Snotor's responsiveness and reliability, emphasizing their collaborative approach and commitment to project success.

    See all 35 projects

    Reviews mention Experienced

    Clients express a highly positive sentiment towards Snotor's experience and professionalism. One client highlighted the team's 'comprehensive business approach' and 'significant experience,' noting their proactive management and timely delivery of a complex app project. The client emphasized that Snotor consistently sought optimal solutions and aligned well with their values, ultimately resulting in increased user engagement and satisfaction. Overall, the feedback indicates strong confidence in Snotor's capabilities.
    • Web App Development for Digital Wardrobe Provider
      5.0 May 16, 2023

      They have a comprehensive business approach and really significant experience. The team really works for the result and always tried to find the best solutions.

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    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews of Snotor highlight a strong overall sentiment, with clients praising their technical expertise and collaborative approach. A founder noted their impressive ability to understand complex requirements and contribute valuable ideas. Another client emphasized Snotor's transparent project management and timely delivery of milestones. Feedback also highlighted exceptional customer support, particularly from their team members. Overall, clients expressed high satisfaction and confidence in Snotor's capabilities, with no significant areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Snotor has demonstrated significant expertise across various industries, including Information Technology, Medical, Education, and Arts. Clients commend their strong communication, responsiveness, and proactive approach, with many noting their ability to deliver complex projects on time. In the IT sector, they excel in software development, while in Medical, they provide innovative solutions for healthcare applications. Their work in Education highlights their commitment to developing user-friendly platforms. Overall, Snotor is well-suited for clients seeking dedicated partnership in tech-driven projects in these sectors.

    Read All Reviews

    Select Industry to see insights

    Medical Information technology Software Wellness & Fitness Sports Engineering Retail Human Resources IT Services Education Manufacturing Other industries Financial services Arts, entertainment & music Healthcare Advertising & marketing

    View projects from:

    United States (6) Australia (3) France (3) Germany (2) Ukraine (2) Norway (2) Malta (1) Netherlands (1) Latvia (1) Poland (1) Italy (1) Belgium (1) England (1)
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    CodeNinja Logotype

    CodeNinja

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

    Services provided

    50% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +1 service
    10% Cloud Consulting & SI

    CodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.

    See all 53 projects

    Reviews mention Flexible

    Clients have consistently praised CodeNinja for their flexibility in adapting to project needs. One client noted their 'outcome-first mindset, flexibility to pivot, and ability to build trust across stakeholders' as distinguishing factors. Another highlighted their 'remarkable' ability to merge technical expertise with a deep understanding of business needs, emphasizing their commitment to tailored solutions and proactive innovation. Overall, the sentiment regarding flexibility is overwhelmingly positive, reinforcing CodeNinja's reputation as a responsive and adaptable partner.
    • Custom Software & Mobile App for Retail Commerce Platform
      5.0 Jun 25, 2024

      CodeNinja's project management was exemplary. They consistently met deadlines, ensured clear and proactive communication, and were highly responsive to our needs. Their agile methodology ensured flexibility and timely adjustments, resulting in a seamless development process.

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    • ERP Module Dev Staff Augmentation for Odoo Consulting Co
      5.0 Apr 22, 2025

      They combine startup-level hustle with enterprise-grade discipline. Their outcome-first mindset, flexibility to pivot, and ability to build trust across stakeholders made them stand out. It wasn’t just about delivery, it was about shared ownership and continuous improvement. The single most important and impressive impact that the company had was flexibility in serving us and our project needs.

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    Industry Experience

    CodeNinja has demonstrated expertise across various industries, including Financial Services, Energy & Natural Resources, Education, Retail, and Automotive. Feedback highlights their strengths in project management, timely delivery, and responsiveness to evolving client needs. Clients from Financial Services praised their ability to create compliant systems, while the Energy sector noted their innovative AI implementations. Overall, the sentiment is positive, suggesting CodeNinja is well-suited for projects in financial technology, sustainability solutions, educational platforms, eCommerce, and more.

    Read All Reviews

    Select Industry to see insights

    Education IT Services Business services Retail Consulting Advertising & marketing Automotive Manufacturing Software Food & Beverages Logistics & Supply Chain Healthcare Sports Hospitality & leisure Nonprofit Arts, entertainment & music Consumer Products Financial services Information technology Construction Banks Energy & natural resources

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients generally express satisfaction with CodeNinja's pricing and perceived value for money. Feedback highlights that their pricing fits various budgets, with clients like TAM Consulting noting it was a key reason for selection. Bayan Credit Bureau emphasized the good value for cost, while others consistently mentioned positive experiences regarding project outcomes relative to investment. Overall, CodeNinja is seen as a cost-effective partner delivering quality results, reinforcing a favorable sentiment about their cost-to-value ratio.
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    View projects from:

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Madeenaguda, India

    Services provided

    45% AI Development
    25% Generative AI
    20% AI Agents +1 service
    10% AI Consulting

    Supriba Technologies is an artificial intelligence development company. Established in 2025, the agency is in Madeenaguda, India. Their services include Artificial Intelligence and Generative AI.

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  • Azon Labs Limited Logotype

    Azon Labs Limited

    Not yet reviewed

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

    Services provided

    55% AI Development
    20% AI Consulting
    10% Custom Software Development +2 services
    10% Mobile App Development
    5% Web Development

    Founded in 2020, Azon Labs Limited is an artificial intelligence development company. The small team specializes in Artificial Intelligence and AI Consulting.

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    35% AI Development
    20% Mobile App Development
    20% Web Development +2 services
    15% UX/UI Design
    10% DevOps Managed Services

    Phaedra Solutions, a software development firm, is highly regarded for delivering end-to-end web and mobile app solutions, UI/UX design, and AI integrations. The company is praised for its professionalism, timely project delivery, and strong communication skills, with 100% of reviews highlighting their reliability and dedication. Clients consistently commend their project management capabilities and responsiveness, although there were minor suggestions for improving internet connectivity during meetings. Overall, 90% of the reviews express satisfaction with Phaedra Solutions' services.

    See all 28 projects
    3 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, clients have consistently praised Phaedra Solutions for their professionalism, responsiveness, and ability to deliver high-quality work on time. Notably, one client highlighted their effective communication and project management, stating, "The team keeps us in the loop throughout the process." Another client emphasized the successful integration of AI workflows, resulting in measurable improvements like higher client adoption and reduced bug reports. Overall, the sentiment is highly positive, with clients expressing satisfaction and no significant areas for improvement.
    Read 4 Recent Reviews

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including real estate, information technology, consumer products, legal, non-profit, and retail. Feedback highlights their strengths in full-stack development, UI/UX design, and project management, with clients praising their timely delivery and communication. Overall sentiment is positive, indicating strong client satisfaction and effective collaboration, making them a suitable choice for projects in technology-dependent sectors.

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    Kraftors Web Solutions Private Limited Logotype

    Kraftors Web Solutions Private Limited

    4.9 36 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Lucknow, India

    Services provided

    40% AI Development
    20% AR/VR Development
    10% AI Agents +3 services
    10% AI Consulting
    10% E-Commerce Development
    10% Mobile App Development

    Kraftors Web Solutions Private Limited is a versatile software development company providing a wide range of services, including web and app development, AI solutions, and analytics platforms. Based on client reviews, the company delivers projects on time and demonstrates strong project management skills. Impressively, 100% of reviewers highlighted their ability to understand complex client needs and align their solutions accordingly, resulting in enhanced user engagement and operational efficiency.

    See all 36 projects

    Reviews mention Communicative

    Clients consistently praised Kraftors Web Solutions for their communicative approach throughout project execution. Feedback highlights included their prompt updates and responsiveness to client needs, with one client noting they communicated every couple of weeks and addressed concerns immediately. Another client emphasized their clear and organized communication, which facilitated smooth collaboration. Overall, the sentiment reflects a strong appreciation for their effective project management and adaptability in communication, reinforcing their reputation as a reliable partner.
    • Custom Platform Dev for Employee Engagement Platform
      5.0 Sep 24, 2024

      Kraftors Web Solutions was able to manage the entire project very well. Our timelines were met and communication came across clear and organized along the way. They made any changes we needed or additional requests in a very timely and efficient manner which made the overall process smooth and cooperative.

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    • Custom Software Development for HR Firm
      5.0 Sep 24, 2024

      The people at Kraftors were great about managing the timeline — deliverables that were promised, were delivered on time. They were very good at communication and knew how to adjust as the project progressed along and handled all our changes swiftly and professionally.

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    • Payment Gateways Integration for Food & Beverages Company
      5.0 Jul 23, 2024

      The project was delivered on schedule, with good communication and efficient project management.

      Read Full Review
    • AI Development for Mattress Company
      5.0 Aug 26, 2024

      Kraftors Web Solutions excelled in project management. They maintained clear and open communication throughout the development process, keeping us informed at all stages. They were tremendously dedicated to fulfilling deadlines, even when we added new needs. Their response to our input was excellent—any issues or queries we expressed were swiftly handled, and they were adaptable in allowing adjustments to the project scope as our requirements changed.

      Read Full Review
    • AI Dev & Machine Learning for Sports Co
      5.0 Aug 7, 2024

      They met deadlines and communicated well. Any problems we had were addressed promptly. The primary form of communication with Kraftors Web Solutions Private Limited was through Virtual Meeting.

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    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the last six months, client feedback for Kraftors Web Solutions Private Limited has been overwhelmingly positive. Clients praised their ability to deliver high-quality solutions on time, with one CEO noting they 'delivered more than expected.' Their effective communication and project management skills were highlighted, although some suggested improvements in documentation and initial questioning. Overall, clients valued their technical expertise and dedication to understanding specific project needs, establishing Kraftors as a reliable partner.
    Read 3 Recent Reviews

    Industry Experience

    Kraftors Web Solutions Private Limited has garnered positive feedback across various sectors, including Medical, Education, Financial Services, Arts, Entertainment & Music, Retail, and Utilities. Clients commend their expertise in developing complex applications, AI solutions, and user-friendly interfaces. The overall sentiment reflects strong satisfaction with their project management and responsiveness, making them particularly suitable for tech-driven projects in healthcare, education, and financial services, while also excelling in retail and entertainment industries.

    Read All Reviews

    Select Industry to see insights

    Medical Education Financial services Healthcare Utilities Human Resources Gaming Retail Food & Beverage Design Software Information technology Arts, entertainment & music Other industries

    View projects from:

    New York City, New York (2) Denver, Colorado (2) Los Angeles, California (2) Indianapolis, Indiana (1) Miami, Florida (1) Plano, Texas (1) Houston, Texas (1) Menlo Park, California (1) Baltimore, Maryland (1) Lehi, Utah (1) Salt Lake City, Utah (1) Phoenix, Arizona (1) Portland, Oregon (1) Seattle, Washington (1) Fairfield, New Jersey (1) Park City, Utah (1)
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    LANARS Logotype

    LANARS

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

    Services provided

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

    LANARS is a versatile technology solutions company specializing in mobile app development, software development, and web services. The overall feedback from their clients on Clutch.co is overwhelmingly positive, with approximately 95% of reviewers appreciating their project management skills, technical expertise, and commitment to deadlines. Notably, 80% of reviews highlight their flexibility and reliable communication, making them a preferred partner for complex projects across various industries.

    See all 15 projects

    Reviews mention Accommodating

    LANARS has received positive feedback for their accommodating nature, with clients highlighting their responsiveness to requests and modifications. One client noted, 'They've worked so hard to accommodate all our wishes when it comes to both functionality and design.' Another remarked on LANARS's ability to seamlessly integrate changing requirements, stating, 'They accommodated all of these changes seamlessly.' Overall, the sentiment reflects a strong appreciation for LANARS's flexibility and commitment to client satisfaction.
    • Web Development for Baby Product Testing
      5.0 Jul 4, 2019

      We would never be where we are today if it was not for LANARS. They've worked so hard to accommodate all our wishes when it comes to both functionality and design. They work fast, structured, and are not too pricy.

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    Read All Reviews

    Industry Experience

    LANARS has received positive feedback across multiple industries, including Information Technology, Financial Services, Manufacturing, Business Services, and Construction. Clients commend their expertise in mobile and web application development, effective project management, and adaptability to scope changes. The overall sentiment is highly favorable, particularly in IT and Financial Services, where they’ve demonstrated strong technical capabilities and communication skills. Potential clients in these sectors may find LANARS to be a suitable partner for their project needs.

    Read All Reviews

    Select Industry to see insights

    Manufacturing Business services Information technology Financial services IT Services Construction

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praise LANARS for their competitive pricing and excellent value for money. One client noted that LANARS' pricing fit their budget while providing great value, stating, 'good value for cost.' Another mentioned that LANARS exceeded expectations, delivering high-quality work at a reasonable price. Overall, the sentiment reflects that LANARS offers reliable services that align well with clients' financial expectations, making them a preferred choice for various projects.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Spez & Hut Logotype

    Spez & Hut

    Not yet reviewed

    $50,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    70% AI Development
    10% AI Consulting
    5% AI Agents +3 services
    5% Application Testing
    5% Custom Software Development
    5% Microservices Architecture Services

    Spez & Hut is an artificial intelligence firm. Headquartered in Jardim Paulistano, Brazil, the team specializes in Artificial Intelligence and AI Consulting.

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  • PROTOS AI Agency Logotype

    PROTOS AI Agency

    Not yet reviewed

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

    Services provided

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

    PROTOS AI Agency, a Generative AI company, is in Thessaloniki, Greece. They provide Generative AI and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    4.9 59 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Web Development +4 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Leobit is a software development company specializing in AI and mobile application solutions, catering to diverse industry needs such as FinTech, IoT, and digital marketing. Reviews consistently praise their technical expertise, strategic partnership approach, and on-time delivery, with 100% of feedback highlighting their reliability and effective communication. Leobit’s ability to adapt to changing requirements and offer innovative solutions is universally recognized by their clients.

    See all 59 projects
    5 of 5 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 5 times in the past 6 months

    Recent reviews of Leobit highlight their strong project management and technical expertise. Clients commend the team for delivering projects on time, maintaining effective communication, and providing innovative solutions. For instance, one client noted a significant reduction in document creation time due to an AI-powered automation tool. Overall, sentiment is overwhelmingly positive, with clients emphasizing Leobit’s role as a strategic partner, their responsiveness to needs, and their ability to adapt to changing requirements.
    Read 5 Recent Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Leobit has consistently been praised for providing strong value for money across various projects. Clients noted that their pricing structures fit within budget constraints, with feedback highlighting 'good value for cost' and 'great culture fit.' One client stated that they achieved 'rapid development at significantly lower costs than using on-shore resources.' Overall, sentiments reflect a positive impression of Leobit's cost-effectiveness, with many clients expressing satisfaction with the quality of work relative to the investment made.
    Read All Reviews

    More responsive than most other service providers

    Leobit is very responsive

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

    View projects from:

    United States (24) Norway (5) Switzerland (4) England (4) Germany (3) Estonia (2) Ukraine (2) Sweden (2) Poland (1) Denmark (1) Singapore (1) Netherlands (1) Belgium (1) Luxembourg (1) Bermuda (1) Hong Kong (1)
    View Profile Visit Website
    TechnoYuga Logotype

    TechnoYuga

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

    Services provided

    35% AI Development
    25% Custom Software Development
    25% Mobile App Development +1 service
    15% Web Development

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web applications, AI integration, and UX/UI design. Across numerous reviews, clients consistently praise their ability to deliver projects on time, align with company values, and provide excellent project management and communication. Notably, 100% of reviewers mention TechnoYuga's commitment to exceeding expectations and enhancing user experience, making them a reliable choice for complex tech solutions.

    See all 64 projects

    Reviews mention Translate ideas into products

    Clients have expressed high satisfaction with TechnoYuga Soft Pvt. Ltd.'s ability to translate ideas into functional products. One client highlighted their exceptional understanding of business goals, resulting in a well-designed e-commerce website that streamlined operations. The project was delivered on time and within budget, showcasing the team's commitment to quality and responsiveness. Overall, the sentiment reflects confidence in their capability to meet client needs effectively.
    • Custom Software Dev for Medical Device Retailer
      5.0 Jun 13, 2024

      Their team took the time to understand our business goals and translate them into a functional and intuitive website. They diligently tackled challenges and found solutions, ensuring the project continued progressing.

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    Read All Reviews

    Industry Experience

    TechnoYuga has garnered positive feedback across various industries, including Financial Services, Retail, Education, and Healthcare. Clients commend their expertise in developing user-friendly applications, effective project management, and responsiveness to needs. In Financial Services, they excel in creating secure platforms that enhance client engagement. In Retail, their solutions improve customer interaction and loyalty. Their work in Education focuses on innovative learning tools, while in Healthcare, they ensure compliance with regulatory standards. Overall, TechnoYuga is well-suited for clients seeking reliable digital solutions in these sectors.

    Read All Reviews

    Select Industry to see insights

    Software Food & Beverages Wellness & Fitness Financial services Education Business services Sports Automotive Consulting Healthcare Human Resources Information technology Social Networking Restaurants Hospitality & leisure Medical Advertising & marketing Design Engineering Media Consumer Products Retail

    Average Project Cost Breakdown

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

    What Clients Have Said

    TechnoYuga Soft Pvt. Ltd. is frequently praised for its cost-effectiveness and value for money across various projects. Clients noted that the pricing fit their budgets while still delivering high-quality results, with one stating, 'Good value for cost.' Another client highlighted their ability to provide quality work on time, reinforcing the sentiment that the company offers excellent value. Overall, the feedback indicates a positive perception of their pricing relative to the quality of services provided.
    Read All Reviews

    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
    View Profile Visit Website
    JPLoft Logotype

    JPLoft

    5.0 96 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Denver, CO

    Services provided

    50% Mobile App Development
    20% AI Development
    10% Custom Software Development +2 services
    10% UX/UI Design
    10% Web Development

    JPLoft is a versatile and dynamic app and web development company, known for its high ratings and effective project management. Across its reviews, 100% of clients highlight the company's ability to meet deadlines and deliver high-quality, innovative solutions. Clients commend JPLoft for its proactive communication, creative problem-solving, and partnership-oriented approach. Overall, JPLoft shows consistent excellence in transforming client visions into functional, user-friendly platforms.

    See all 96 projects

    Reviews mention Autonomous

    The feedback regarding JPLoft's autonomy is highly positive, with clients noting their developers' ability to work independently and integrate seamlessly into existing processes. One client highlighted that minimal communication was required due to the developer's skill and autonomy, which allowed for efficient project progression. Overall, the sentiment reflects a strong appreciation for JPLoft's commitment, quality of work, and the autonomy demonstrated by their team, leading to successful project outcomes.
    • Web Design & Development for Consulting Firm
      5.0 Mar 4, 2024

      JPLoft not only delivered on schedule, but they also went above and above our expectations in terms of quantity and quality. Their developer worked easily into our process, requiring just occasional collaboration, and the finished output perfectly satiated all of our expectations. Throughout the project, we had direct communication with the developer via Slack, which made communication go well. We had an initial setup meeting with management to set expectations, but because of the developer's autonomy and skill, we didn't need to communicate with them on a regular basis.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (47) $50,000 to $199,999 (8) Less than $10,000 (7)

    What Clients Have Said

    Clients consistently praise JPLoft for their competitive pricing and the value they deliver. Feedback highlights that their costs align well with client budgets, while the quality of work exceeds expectations. For instance, one client noted, "JPLoft's pricing fit our budget," reinforcing the sentiment that their services offer good value. Overall, the sentiment reflects satisfaction with the cost-effectiveness of JPLoft's offerings, with many clients expressing a willingness to recommend the company based on their positive experiences.
    Read All Reviews

    More responsive than most other service providers

    JPLoft 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 (44) India (9) Saudi Arabia (2) England (2) Australia (1) Canada (1) Kiribati (1) Israel (1) Kenya (1)
    View Profile Visit Website
  • HighROI Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    30% AI Agents
    30% AI Consulting

    HighROI, an artificial intelligence firm, was founded in 2025. The team specializes in Artificial Intelligence and AI Consulting.

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  • Metapix Media Logotype

    Not yet reviewed

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

    Services provided

    75% Generative AI
    15% Video Production
    10% AI Consulting

    Metapix Media is a Generative AI company. In London, England, their team focuses on Generative AI and Video Production.

    Read more
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  • Prognos Labs Logotype

    Prognos Labs

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    25% AI Development
    20% Generative AI +2 services
    15% AI Agents
    5% IT Strategy Consulting

    Prognos Labs is an AI Consulting company. Launched in 2022, the firm is in Ahmedabad, India. Their services include AI Consulting and Artificial Intelligence.

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  • Lucid Engine Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Colombes, France

    Services provided

    100% Generative AI

    Launched in 2025, Lucid Engine is a small Generative AI company. Their team specializes in Generative AI.

    Read more
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  • Talvet AI Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Development

    AI development company and AI Consulting company Talvet AI offers Artificial Intelligence and AI Consulting. They are headquartered in Dayton, Ohio.

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  • Agentrax Logotype

    Agentrax

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

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

    Agentrax is an AI Agents company. The team provides AI Agents and Artificial Intelligence, and the agency is based in Karachi, Pakistan.

    Read more
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  • GOSH AI Logotype

    GOSH AI

    Not yet reviewed

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

    Services provided

    70% Generative AI
    10% Content Marketing
    10% Other Digital Marketing +1 service
    10% Search Engine Optimization

    Located in Lutz, Florida, GOSH AI is a Generative AI company. Established in 2025, the team offers Generative AI and Search Engine Optimization.

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  • OmniforceAI Logotype

    OmniforceAI

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    30% AI Consulting
    30% AI Development
    25% AI Agents +1 service
    15% Generative AI

    AI Consulting company OmniforceAI is located in London, England. Their services include AI Consulting and Artificial Intelligence.

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  • flowspark Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Los Angeles, CA

    Services provided

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

    Flowspark, an AI Agents company, was launched in 2025. They offers AI Agents and AI Consulting.

    Read more
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  • Gourmand AI Labs Logotype

    Not yet reviewed

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

    Services provided

    45% Generative AI
    40% AI Consulting
    15% AI Agents

    Gourmand AI Labs, a small Generative AI company, is based in Boston, Massachusetts. The team offers Generative AI and AI Consulting.

    Read more
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  • Insiyak Logotype

    Not yet reviewed

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

    Services provided

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

    Established in 2023, Insiyak is a Generative AI company. The team provides Generative AI and Artificial Intelligence.

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  • AIGENSA Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% AI Development
    15% AI Agents +4 services
    10% Generative AI
    5% Business Consulting
    5% Custom Software Development
    5% IT Strategy Consulting

    Launched in 2024, AIGENSA is a small Wrocław, Poland-based AI Consulting company. Their team provides AI Consulting and Artificial Intelligence.

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  • Synap AI Pty Ltd Logotype

    Synap AI Pty Ltd

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

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

    Synap AI Pty Ltd is an AI Consulting company established in 2025. The company focuses on AI Consulting and Artificial Intelligence.

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  • Korinsic Logotype

    Korinsic

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Korinsic, an artificial intelligence firm, is headquartered in Harrow, England. Their services include Artificial Intelligence.

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  • SoDa Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    250 - 999
    دبي, United Arab Emirates

    Services provided

    35% BI & Big Data Consulting & SI
    25% AI Consulting
    25% Generative AI +1 service
    15% AI Development

    Established in 2022, SoDa is a business intelligence company. Their team offers BI & big data consulting & SI and AI Consulting.

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  • Juste--Medis Logotype

    Juste--Medis

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    45% AI Development
    30% Generative AI
    15% AI Agents +1 service
    10% AI Consulting

    Artificial intelligence firm Juste--Medis was founded in 2020. The team specializes in Artificial Intelligence and Generative AI.

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  • Innowacje.AI Logotype

    Innowacje.AI

    Not yet reviewed

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

    Services provided

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

    AI Consulting company Innowacje.AI is headquartered in Gryfice, Poland. They provide AI Consulting and Artificial Intelligence.

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  • n8n developers Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% AI Development
    20% AI Agents +2 services
    10% Custom Software Development
    10% Generative AI

    N8n developers, an AI Consulting company, was founded in 2025. The firm provides AI Consulting and Artificial Intelligence.

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  • Dhakma Logotype

    Dhakma

    Not yet reviewed

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

    Services provided

    45% AI Consulting
    30% AI Development
    20% Custom Software Development +1 service
    5% Cloud Consulting & SI

    Dhakma is a small West Lafayette, Indiana-based AI Consulting company. The team focuses on AI Consulting and Artificial Intelligence.

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  • Aqlyze FZC LLC Logotype

    Aqlyze FZC LLC

    Not yet reviewed

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

    Services provided

    40% AI Development
    30% AI Consulting
    10% Cloud Consulting & SI +2 services
    10% Cybersecurity
    10% IT Strategy Consulting

    Aqlyze FZC LLC is an AI firm. They are based in Halwan - Dubai, United Arab Emirates and have midsize team. They offer Artificial Intelligence and AI Consulting.

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  • AI FOR CHRISTIANS Logotype

    AI FOR CHRISTIANS

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    55% AI Consulting
    25% Generative AI
    15% Video Production +1 service
    5% AI Agents

    AI FOR CHRISTIANS is an AI Consulting company established in 2025. The team specializes in AI Consulting and Generative AI.

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  • Secured AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Springfield, MO

    Services provided

    100% Generative AI

    Secured AI, a Generative AI company, was founded in 2025. The firm focuses on Generative AI, and is small.

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  • Delta Labs AI Logotype

    Delta Labs AI

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    10% AI Development
    10% Generative AI +5 services
    8% Enterprise App Modernization
    7% Business Consulting
    5% AI Agents
    5% Conversion Optimization
    5% Custom Software Development

    Delta Labs AI is an AI Consulting company. They are in Greater Noida, India and have small team. They focus on AI Consulting and Generative AI.

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  • GreenPeople Digital Logotype

    GreenPeople Digital

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    70% AI Consulting
    30% AI Development

    GreenPeople Digital is a small AI Consulting company in Lagos, Nigeria. Their services include AI Consulting and Artificial Intelligence.

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  • Receptr Logotype

    Receptr

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    50 - 249

    Services provided

    40% AI Agents
    35% AI Development
    15% AI Consulting +1 service
    10% Generative AI

    Receptr is an AI Agents company located in London, England. They focus on AI Agents and Artificial Intelligence and were launched in 2025.

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  • SPAIK Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    10 - 49
    Amsterdam, Netherlands

    Services provided

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

    SPAIK is an AI Consulting company. They were founded in 2024 and specialize in AI Consulting and Artificial Intelligence.

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  • QL Security Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Stamford, England

    Services provided

    60% AI Consulting
    20% Cybersecurity
    10% AI Agents +2 services
    5% AI Development
    5% Generative AI

    QL Security is an AI Consulting company headquartered in Stamford, England. They provide AI Consulting and Cybersecurity and were established in 2025.

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  • Akatsuki AI Technologies Logotype

    Akatsuki AI Technologies

    Not yet reviewed

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

    Services provided

    35% AI Development
    25% Generative AI
    15% AI Agents +4 services
    10% AI Consulting
    5% BI & Big Data Consulting & SI
    5% Custom Software Development
    5% Web Development

    Akatsuki AI Technologies, an artificial intelligence development company, was established in 2024. The small team specializes in Artificial Intelligence and Generative AI.

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  • FENTREX SOLUTIONS LLP Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    25% Custom Software Development
    25% Generative AI

    FENTREX SOLUTIONS LLP is an AI Consulting company launched in 2025. The small team provides AI Consulting and Custom Software Development.

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  • Fiber Nexus Logotype

    Not yet reviewed

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

    Services provided

    70% Generative AI
    30% AI Development

    Fiber Nexus is a Generative AI company. They were established in 2025, and their services include Generative AI and Artificial Intelligence.

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  • Teclaz Logotype

    Teclaz

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Artificial intelligence firm Teclaz is based in Madison, Georgia. Their services include Artificial Intelligence.

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  • Siglance Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    10% AI Agents

    AI development company Siglance offers Artificial Intelligence and AI Consulting. They were established in 2025.

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  • The CodeLab Logotype

    The CodeLab

    Not yet reviewed

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

    Services provided

    60% AI Development
    15% Custom Software Development
    15% Web Development +2 services
    5% IoT Development
    5% Mobile App Development

    The CodeLab is an AI firm. The team is headquartered in Surat, India, and their services include Artificial Intelligence and Custom Software Development.

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  • fAIceless Consulting Logotype

    fAIceless Consulting

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    30% AI Agents
    20% Generative AI

    Launched in 2025, fAIceless Consulting is an AI Consulting company. The company provides AI Consulting and AI Agents.

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  • Virtust Technologies Logotype

    Virtust Technologies

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Generative AI
    20% AI Agents +2 services
    15% AI Consulting
    5% Custom Software Development

    Virtust Technologies is a Generative AI company. The company is based in Faridabad, India. Their team provides Generative AI and Artificial Intelligence.

    Read more
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  • Sagedo Logotype

    Not yet reviewed

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

    Services provided

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

    Sagedo is an artificial intelligence development company launched in 2025. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • Enviroway Advisory Logotype

    Not yet reviewed

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

    Services provided

    30% Generative AI
    25% AI Consulting
    25% AI Development +3 services
    10% AI Agents
    5% BI & Big Data Consulting & SI
    5% IT Strategy Consulting

    Founded in 2023, Enviroway Advisory is a Generative AI company. The agency offers Generative AI and AI Consulting, and is small.

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  • NewWave AI Partners LLC Logotype

    NewWave AI Partners LLC

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    25% AI Agents
    25% AI Development

    Founded in 2026, NewWave AI Partners LLC is an AI Consulting company. The firm focuses on AI Consulting and Artificial Intelligence, and is small.

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  • Vaatify Logotype

    Vaatify

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    40% Generative AI
    25% AI Agents
    20% AI Development +1 service
    15% AI Consulting

    Vaatify, a Generative AI company, is located in Essex, England. Launched in 2025, the team provides Generative AI and AI Agents.

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We evaluate service providers using a structured methodology that combines:

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 Merixstudio
2 Cheesecake Labs – AI, Data, & Product
3 Quytech
4 Neoteric
5 blackthorn.ai
6 Dualboot Partners
7 DianApps
8 fxis.ai
9 tkxel
10 STX Next
11 RebelDot
12 BlueLabel
13 Valere
14 WPWeb Infotech
15 Fingent

List of the Best Artificial Intelligence Companies

  1. Merixstudio Logotype

    Merixstudio

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

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    50% AI Development
    50% 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
  5. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% 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

    35% AI Development
    65% Other
    View Profile Visit Website
  8. fxis.ai Logotype

    fxis.ai

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

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

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

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

    RebelDot

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

    Ability to deliver

    39/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

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

    Valere

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  14. WPWeb Infotech Logotype

    WPWeb Infotech

    $25,000+
    < $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

    30% AI Development
    70% Other
    View Profile Visit Website
  15. Fingent Logotype

    Fingent

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  17. Dotsquares Logotype

    Dotsquares

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

    Ability to deliver

    38.6/40.0
    19.2/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  18. Edvantis Logotype

    Edvantis

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  19. BEON.tech Logotype

    BEON.tech

    $50,000+
    $25 - $49 / hr
    50 - 249
    Buenos Aires, Argentina

    Ability to deliver

    39.4/40.0
    20/20 Reviews
    9.8/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  23. Vention Logotype

    Vention

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

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

    Service focus

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

    Digica

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  25. AnyforSoft Logotype

    AnyforSoft

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

    Ability to deliver

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

    Service focus

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

    80% AI Development
    20% Other
    View Profile Visit Website
  28. GroupBWT Logotype

    GroupBWT

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

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  29. 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

    50% AI Development
    50% Other
    View Profile Visit Website
  30. Gorilla Logic Logotype

    Gorilla Logic

    $250,000+
    $50 - $99 / hr
    250 - 999
    Broomfield, CO

    Ability to deliver

    37.5/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website

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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 based on a proprietary methodology. The top artificial intelligence companies for 2026 include:

  1. Suffescom Solutions Inc

  2. Cheesecake Labs

  3. Quytech

  4. tkxel

  5. Dualboot Partners

  6. fxis.ai

  7. Neoteric

  8. blackthorn.ai

  9. STX Next

  10. NineTwoThree AI Studio

  11. RebelDot

  12. Valere

  13. Fingent

  14. DianApps

  15. Dotsquares

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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