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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 12, 2026
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27,498 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
    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

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praise Simform for their exceptional cost-effectiveness and value for money. Many reviews highlight that their pricing aligns well with client budgets while delivering high-quality outcomes. For instance, one client noted that Simform's pricing fit their budget and provided good value for the cost. Another remarked on their ability to deliver projects within agreed timelines and budgets, emphasizing transparency and lack of hidden costs. Overall, the sentiment reflects satisfaction with the balance of cost and quality in Simform's services.
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    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

    Reviews mention Great project management

    Clients consistently praise Wizard Labs for their exceptional project management capabilities. One review highlights their thorough sprint processes and proactive communication, ensuring clients receive weekly updates without needing to follow up. Another client noted Maz's organizational skills and flexibility in adapting to changing project needs, delivering tasks on time. Overall, the sentiment reflects a strong appreciation for Wizard Labs' ability to manage projects effectively, leading to successful outcomes and high-quality deliverables.
    • AI MVP Development for AI Purchasing Automation Company
      5.0 Apr 9, 2025

      Maz is an excellent project manager. He is exceptionally organized, creates clear and detailed tasks/epics/timelines, and delivers items on time. They are flexible and understanding of pivots and direction changes that can happen when you're an early stage startup. They are an incredible partner!

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    • Platform Dev, Design/AI Consulting for Business Services Co
      5.0 Jul 14, 2026

      They have excellent project management. Wizard Labs has real sprint processes in place and is fully visible to the client. We get weekly updates without having to chase them. Moreover, they've delivered on or ahead of schedule across every project we've worked on with them.

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

    Reviewed 2 times in the past 6 months

    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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    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.

    See all 70 projects

    Reviews mention High-quality work

    The overall sentiment regarding BlueLabel's work quality is highly positive, with clients consistently praising their high-quality deliverables. One client noted, 'BlueLabel's work quality has met our expectations,' while another emphasized their 'outstanding' collaboration and data analysis. A third review highlighted their 'commitment to delivering a high-quality product.' Clients frequently mentioned the effectiveness of BlueLabel's methodologies, such as Agile processes, which contributed to achieving impressive results in project outcomes.
    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have a commitment to delivering a high-quality product. In preparation for launch, Blue Label has helped us rigorously test the app to identify and fix any bugs or glitches. Positive Testing Feedback: Throughout initial user testing, we received extremely high ratings from users throughout the prototype phase.

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    • Mobile App Dev for Specialty Coffee Shop
      5.0 Jun 14, 2021

      The quality of their output is outstanding. Our company engaged a third-party cybersecurity provider to scan for security risks. They ran vulnerability assessments, as well as a manual penetration test.

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    • Mobile App Development for Sports Startup
      4.5 Feb 17, 2021

      The quality of their work was strong. Both the screens and the overall design looked great. They were helpful in executing on fine-point, specific issues that could’ve got in our way.

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    • iOS App Dev for Music Discovery Platform
      5.0 Feb 25, 2020

      Their design skills and overall quality of the app were impressive. They’re work made our final product stand out. They were able to deliver based on what was provided to them well and according to our timeline.

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    • Web & App Dev for Flight-Booking Platform
      4.0 Aug 13, 2019

      We are very pleased with the quality of the work they’ve completed for us. Our project took Blue Label Labs out of their depth a little bit in terms of engaging and dealing with an industry that they weren’t really familiar with on the day-to-day business end.

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    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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  • SeedInov Logotype

    Not yet reviewed

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

    Services provided

    40% Custom Software Development
    30% AI Development
    15% AI Consulting +1 service
    15% UX/UI Design

    SeedInov is a custom software development company launched in 2022. The firm provides Custom Software Development and Artificial Intelligence.

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  • NC8 Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    20% AI Development
    10% Application Management & Support +5 services
    10% E-Commerce Development
    10% Other Application Development
    10% Web Development
    5% Enterprise App Modernization
    5% Mobile App Development

    NC8 is a small Cagliari, Italy-based software development firm. Their services include Custom Software Development and Artificial Intelligence.

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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

    Industry Experience

    Azumo has demonstrated expertise across various industries, including Supply Chain, Logistics, Medical, Financial Services, and Education. Clients commend their flexibility, responsiveness, and ability to deliver tailored solutions that optimize operational efficiencies. The overall sentiment is highly positive, highlighting Azumo's strengths in project management and technical proficiency, making them a suitable partner for businesses seeking innovative software solutions across these sectors.

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    Select Industry to see insights

    Supply Chain, Logistics, and Transport Software Social Networking Financial services Sports Healthcare Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Education Medical IT Services Media Legal

    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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    More responsive than most other service providers

    Azumo is very responsive

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

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    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 Honest

    Clients have consistently praised Qubika for their honesty and transparency in project management. One client noted their straightforward communication regarding project timelines and costs, emphasizing that despite missing a deadline, no extra charges were incurred. Additionally, the client's appreciation for Qubika's dedication and presence during the project reflects a strong sentiment of trust. Overall, the feedback highlights Qubika's commitment to maintaining an honest and reliable partnership with their clients.
    • Mobile App Dev for Smart Pillbox Startup
      5.0 May 31, 2019

      They’ve been honest and forthcoming in all matters during our time together. I once asked them to complete a one-off project separate from the original product, and they gave me a price and a timeline quote. Though they didn’t meet the deadline estimate, they didn’t charge any extra costs, which has been rare in my experiences with development teams. December Lab is staffed with good, honest people who also have excellent technological capabilities.

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    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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    More responsive than most other service providers

    Qubika is very responsive

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

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    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (5) $50,000 to $199,999 (4) Less than $10,000 (1) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently commend Sketch Development for their strong value for money and effective pricing strategies. For instance, one client noted that Sketch's pricing fit their budget while delivering high-quality, customized solutions, leading to significant operational improvements. Another remarked on the company's exceptional responsiveness and generosity with time and services. Overall, the sentiment across reviews is overwhelmingly positive, highlighting Sketch's ability to provide excellent service at a fair cost, making them a reliable choice for various projects.
    Read All Reviews

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    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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  • Domino Soft Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Santa Tecla, El Salvador

    Services provided

    30% Custom Software Development
    20% Mobile App Development
    20% UX/UI Design +3 services
    10% AI Consulting
    10% AI Development
    10% Web Design

    Domino Soft is a Santa Tecla, El Salvador-based software development firm. Founded in 2002, the team provides Custom Software Development and UX/UI Design.

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  • CleverIT Group Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    250 - 999
    Las Condes, Chile

    Services provided

    30% DevOps Managed Services
    30% IT Staff Augmentation
    20% AI Development +1 service
    20% Mobile App Development

    CleverIT Group is a midsize IT staff augmentation company established in 2018. Their team offers IT staff augmentation and DevOps Managed Services.

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    More responsive than most other service providers

    CleverIT Group 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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  • Folio3 AI Logotype

    5.0 1 review
    $25,000+
    Undisclosed
    250 - 999
    San Mateo, CA

    Services provided

    60% AI Development
    10% Custom Software Development
    10% IT Staff Augmentation +3 services
    10% IT Strategy Consulting
    5% IoT Development
    5% Robotics Process Automation

    Folio3 AI is an applied artificial intelligence and computer vision development company specializing in real-world AI systems, Generative AI solutions, and autonomous AI agents. We are a

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  • 10x Minds Logotype

    10x Minds

    5.0 1 review
    $25,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    40% Custom Software Development
    10% Application Testing
    10% DevOps Managed Services +5 services
    10% Generative AI
    10% Mobile App Development
    10% Web Development
    5% API Development
    5% IoT Development

    10x Minds specializes in developing web and mobile applications, designing websites, and providing project management and technical support. Clients consistently praise their understanding of early-stage startups and their exceptional project management skills. The company is commended for delivering high-quality work on time and for their ability to effectively communicate and support founders in realizing their visions.

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  • DataNorth AI Logotype

    5.0 1 review
    $1,000+
    $150 - $199 / hr
    10 - 49
    Groningen, Netherlands

    Services provided

    20% AI Consulting
    20% AI Development
    20% Data Annotation Services +2 services
    20% Document Digitization & Management
    20% Generative AI

    DataNorth AI Founded in 2021, we are DataNorth, the AI partner that empowers organizations like yours to harness the capabilities of Artificial Intelligence. DataNorth AI specializes in developing

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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

    Industry Experience

    Altar.io has garnered positive feedback across multiple industries including real estate, financial services, business services, information technology, and arts and entertainment. Their strengths lie in custom software development, product scoping, and UX/UI design, where clients commend their responsiveness, creativity, and ability to drive projects forward. Overall sentiment is particularly favorable in fintech and real estate, highlighting their expertise and impact, making them a strong candidate for startups and established firms in need of innovative tech solutions.

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    Select Industry to see insights

    Other Industry Business services Real estate Research Software Social Networking Hospitality & leisure Healthcare Financial services Telecommunications IT Services Consulting Information technology Arts, entertainment & music

    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
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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 Exceeds expectations

    Snotor has consistently exceeded client expectations, as highlighted by Diospatial's review, where the delivered software application was noted for its functionality and user satisfaction. The client praised Snotor for their responsiveness to identified bugs and their ability to streamline processes effectively. Furthermore, Snotor's project management was commended for timely and budget-compliant delivery. Overall, the engagement was described as highly satisfactory, with no significant areas for improvement identified by the client.
    • Third-Party Plug-In Development for Customer Review Platform
      5.0 Nov 25, 2024

      What impressed me most about Snotor was their exceptional professionalism and attention to detail. From the very beginning, they took the time to fully understand our needs and delivered customized solutions that exceeded our expectations.

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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

    Average Project Cost Breakdown

    $10,000 to $49,000 (14) $50,000 to $199,999 (4) Less than $10,000 (1)

    What Clients Have Said

    Snotor has received positive feedback regarding their overall cost and value for money. Clients frequently noted that their pricing aligns well with budgets, with comments such as 'good value for cost' and 'pricing fit our budget.' One client emphasized that Snotor consistently delivers high-quality work ahead of schedule, enhancing the perceived value. Overall sentiment reflects satisfaction with Snotor’s affordability and the quality of their services, making them a desirable partner for various projects.
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    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 Honest

    Clients have consistently highlighted CodeNinja's honesty and commitment as exceptional qualities. One client emphasized their '100% trust' in the team after thorough discussions, showcasing the transparency in their communication and project management. Another review noted that the company delivered results above expectations, reinforcing the sentiment of reliability and integrity. Overall, the sentiment regarding honesty is overwhelmingly positive, with clients expressing satisfaction and confidence in CodeNinja's ethical approach.
    • Membership Website Dev for Sports Performance Company
      5.0 Oct 12, 2021

      The Project Manager responsible for handling the project also oversaw the account for me. The project was completed in few phases that were communicated to me in advance and we were in constant communication over the progress the whole time. Their honesty and commitment to work were exceptional.

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    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have praised CodeNinja for their effective project management and responsiveness to evolving needs. One CEO highlighted their success in developing a compliant accounting system for Saudi Arabia, achieving ZATCA certification and ensuring accurate VAT reporting. Communication was noted as a strength, with consistent updates and timely deliveries. Overall, feedback indicates a high level of satisfaction, with clients expressing a willingness to engage CodeNinja for future projects.
    Read 1 Recent Review

    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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  • Ilhasoft Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249
    Maceio, Brazil

    Services provided

    100% AI Development

    Ilhasoft, an artificial intelligence company, is headquartered in Maceio, Brazil. They specialize in Artificial Intelligence and AI Consulting and were established in 2012.

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  • Q2B Studio Logotype

    Q2B Studio

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% Generative AI
    10% AI Consulting

    Q2B Studio is a small Barcelona, Spain-based artificial intelligence company. Their services include Artificial Intelligence and Custom Software Development.

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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

    Reviews mention Professional

    Phaedra Solutions has garnered overwhelmingly positive feedback regarding their professionalism. Clients consistently highlight their team's responsiveness, reliability, and effective communication. For instance, one project manager noted their ability to adhere to timelines and manage expectations transparently, while another client praised the team's work ethics and creativity. Overall, the sentiment reflects a strong trust in Phaedra Solutions as a dependable partner in delivering high-quality results.
    • Mobile App Dev for Interactive Learning Platform
      5.0 Feb 6, 2024

      The project management from Phaedra is highly efficient, professional and reliable. The project management was excellent, and meetings were recorded. The team members were all very kind and motivated! They are open to finding arrangements and adapting to change and new circumstances.

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    • Software Dev & Recruiting for Injury Law Firm
      5.0 Feb 11, 2020

      I had very specific and unique requests regarding my project management structure. My project requires 24 hour development which requires shift management. Phaedra worked to find the right team members for my project and insured its success. I recently took a trip from the US to visit their office in Lahore. I was surprised to find a 3 story office, with a work environment that I would put on par with any business, anywhere in the world. This is a top-notch organization.

      Read Full Review
    • Custom Software Dev for Event Management Company
      4.5 Mar 9, 2026

      Phaedra Solutions consistently follows our project timelines and maintains transparent communication regarding development progress and deliverables. Their team is extremely professional, responsive, and dependable, ensuring that expectations are clearly managed and milestones are delivered on time. What we’ve been most impressed by working with Phaedra Solutions is their professionalism, responsiveness, and ability to consistently deliver high-quality work.

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    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (7) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight Phaedra Solutions' competitive pricing and strong value for money. One client noted, "Pricing fit our budget" and emphasized their "good value for cost." Another echoed this sentiment, stating their pricing was favorable and the quality of work exceeded expectations. Overall, the sentiment surrounding cost is positive, with multiple clients expressing satisfaction with the financial investment relative to the quality and timeliness of deliverables.
    Read All Reviews

    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 Profile Visit Website
    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
    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)
    View Profile Visit Website
    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 Communicative

    The feedback regarding LANARS' communication is overwhelmingly positive. Clients highlighted their 'open line of communication' and 'superb' interaction, with one noting that they communicated daily despite a significant time difference. Another client praised the 'clear, concise questions and answers' provided by LANARS, describing their communication as 'above average.' Overall, clients felt well-informed and engaged throughout the project, reflecting a strong sentiment of satisfaction with the company's communicative approach.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Communication was very good with Lanars and our team, they communicated well - via Slack with my technical people. Clear, concise questions and answers, Lanars' communication is above average.

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    • Mobile App Development for Technology Company
      5.0 Jul 7, 2022

      We mainly used Slack to communicate and problem solve. Even though there was a 7 hour time difference, we communicated with LANARS daily and always felt like we knew exactly what was going on with the project. Regardless of the 7 hour difference and slight language barrier, LANARS performed better than any development shop we have worked with.

      Read Full Review
    • iOS/Android FinTech App Development for Bank
      5.0 Sep 20, 2019

      Project management was done by LANARS under my supervision. They added me to their corporate Jira, so I was able to see report and progress on each team member involved. Communicate was smooth, and the good thing is that we are almost in the same timezone.

      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

    In the last six months, LANARS has received highly positive feedback for their reliability and flexibility. Clients noted a significant 37% increase in conversion rates and an 80% reduction in translation time after project completion. One client praised LANARS for their ability to adapt to scope changes while consistently meeting deadlines, and highlighted their impressive optimization of AI translation pipelines. Overall, clients expressed satisfaction with the professional approach and effective communication throughout the project.
    Read 1 Recent Review

    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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  • Cerebri AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Austin, TX

    Services provided

    100% AI Development

    Cerebri AI is an AI development company. The Austin, Texas-based agency was founded in 2016. Their services include Artificial Intelligence and AI Consulting.

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  • Aeries Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Mumbai, India

    Services provided

    50% AI Development
    50% Blockchain

    AI firm and Blockchain company Aeries Technology was launched in 2012. The team offers Artificial Intelligence and Blockchain.

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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

    Reviews mention Accommodating

    Leobit has received positive feedback regarding their accommodating nature, particularly in understanding client needs and budget constraints. One client noted that Leobit provided various cost optimization strategies, which were crucial for their non-profit organization. Additionally, the project team demonstrated flexibility by adjusting plans to meet specific requirements and deadlines, ensuring a tailored approach. Overall, clients appreciate Leobit's willingness to go above and beyond to support their projects and foster a collaborative environment.
    • Custom Software Dev for Financial Services Company
      5.0 Jun 16, 2024

      They were able to understand our needs and act quickly on them. This shows their ability to accommodate client requirements efficiently.

      Read Full Review
    • Custom Software Dev & UI/UX Design for SportsTech Company
      5.0 Jan 5, 2024

      We were thrilled with their flexibility and ability to quickly onboard new developers. Their accommodating nature was evident in their flexibility and proactivity, encouraging developers and staff to be more adaptable and anticipate client needs.

      Read Full Review
    Read All Reviews
    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

    Industry Experience

    Leobit has demonstrated expertise across multiple industries including Information Technology, Financial Services, Education, Supply Chain, and Advertising. Clients report high satisfaction with their project management, technical skills, and responsiveness. Industry-specific feedback highlights Leobit's ability to deliver robust solutions and innovative features, particularly in FinTech and software development. Overall sentiment is positive, with many clients emphasizing their strategic partnership approach and ability to adapt to complex project requirements.

    Read All Reviews

    Select Industry to see insights

    Real estate Other industries Software Healthcare Engineering Non-profit Consumer Products Sports Financial services Education Advertising & marketing Media IT Services Information technology Consulting Retail Gambling

    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 Exceptional results

    Clients have consistently praised TechnoYuga for delivering exceptional results across various projects. One CEO highlighted the app's dramatic enhancement of transaction speed and user satisfaction, noting no areas for improvement. Similarly, a B2B marketplace founder commended their ability to transform ideas into practical features, emphasizing the stability and scalability of the platform. Additionally, a CTO remarked on the seamless execution of a complex app, with strong post-launch support, indicating a rare level of dedication from the TechnoYuga team.
    • Mobile App Dev for B2B Automotive Marketplace
      5.0 Apr 15, 2025

      The platform launched successfully and was well-received by our early users. We've seen strong interest from garages and B2B sellers, and the intuitive interface has made onboarding easy for businesses of all sizes. The product is stable and scalable, setting a solid foundation for our next growth stage.

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

    Reviewed 2 times in the past 6 months

    In recent reviews, clients praised JPLoft for their exceptional project management, timely delivery, and innovative solutions. One CEO noted their ability to think outside the box, enhancing app development significantly. Another client commended the team's responsiveness and personal service, stating they provided instant support throughout the project. Overall, sentiment is highly positive, with clients expressing satisfaction and confidence in JPLoft's capabilities, although a desire for more team visibility was mentioned as a minor improvement area.
    Read 2 Recent Reviews

    Industry Experience

    JPLoft has garnered positive feedback across various industries, particularly in Education, Healthcare, Energy, and Retail. Clients highlight their expertise in app and web development, innovative design solutions, and strong project management. In Education, they excel in creating engaging learning platforms; in Healthcare, they deliver user-friendly health monitoring applications. The overall sentiment is highly favorable, with clients praising their responsiveness, creativity, and dedication to meeting project goals across sectors. This makes JPLoft a strong candidate for projects in these industries.

    Read All Reviews

    Select Industry to see insights

    Transportation Education Healthcare Nonprofit Automotive Other industries Fitness Consulting Food & Beverage Retail Other Industry Construction Media Beauty & Cosmetics Environmental Services Food & Beverages Information technology Beauty Business services Medical Pharmaceuticals Hospitality & leisure Energy & natural resources Design eCommerce Chemicals & Biotechnology IT Services Consumer Products Financial services Software Wellness & Fitness Social Networking Arts, entertainment & music

    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 Profile Visit Website
  • Lucena Research, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Atlanta, GA

    Services provided

    100% AI Development

    Lucena Research, Inc. Is an artificial intelligence company. Headquartered in Atlanta, Georgia, the team focuses on Artificial Intelligence and AI Consulting.

    Read more
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  • CNC Robotics Ltd Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    10 - 49
    Liverpool, England

    Services provided

    100% AI Development

    CNC Robotics Ltd is an artificial intelligence company launched in 2010. Their team specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • RXA Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Ann Arbor, MI

    Services provided

    100% AI Development

    RXA is an AI company. They are located in Ann Arbor, Michigan and have small team. Their team specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • Abzu Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    København, Denmark

    Services provided

    100% AI Development

    Abzu is an AI company. Founded in 2018, the firm offers Artificial Intelligence and AI Consulting.

    Read more
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  • Abzooba Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Milpitas, CA

    Services provided

    70% AI Development
    30% BI & Big Data Consulting & SI

    Launched in 2010, Abzooba Inc. Is an artificial intelligence company. The team focuses on Artificial Intelligence and BI & big data consulting & SI and is headquartered in Milpitas, California.

    Read more
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  • ARTELNICS Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9
    Villamayor, Spain

    Services provided

    75% AI Development
    25% BI & Big Data Consulting & SI

    Artificial intelligence development company ARTELNICS was established in 2014. The team focuses on Artificial Intelligence and BI & big data consulting & SI and is located in Villamayor, Spain.

    Read more
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  • Recursive Logotype

    Not yet reviewed

    $10,000+
    $300+ / hr
    2 - 9
    Shibuya City, Japan

    Services provided

    80% AI Development
    10% Custom Software Development
    10% IT Strategy Consulting

    Recursive is an AI company headquartered in Shibuya City, Japan. They provide Artificial Intelligence and Custom Software Development.

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  • AVA Logotype

    Not yet reviewed

    Undisclosed
    $300+ / hr
    50 - 249
    Berlin, Germany

    Services provided

    50% AI Development
    20% IT Managed Services
    20% Other IT Consulting and SI +1 service
    10% Other Application Development

    AVA is an artificial intelligence firm based in Berlin, Germany. The team specializes in Artificial Intelligence and IT managed services.

    Read more
    View Profile
  • Nexus FrontierTech Ltd. Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    50 - 249
    London, England

    Services provided

    70% AI Development
    20% Business Consulting
    10% Corporate Training & Coaching

    Located in London, England and Singapore, Singapore, Nexus FrontierTech Ltd. Is an AI firm. Launched in 2015, the team provides Artificial Intelligence and Business Consulting.

    Read more
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  • causaLens Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    25% BI & Big Data Consulting & SI
    25% Business Consulting

    CausaLens is an AI development company. Launched in 2017, the team offers Artificial Intelligence and BI & big data consulting & SI.

    Read more
    View Profile
  • Nanoprecise Sci Corp Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Edmonton, Canada

    Services provided

    50% AI Development
    50% IoT Development

    IoT development and AI company Nanoprecise Sci Corp is headquartered in Edmonton, Canada and Bengaluru, India. They offer IoT development and Artificial Intelligence and were founded in 2015.

    Read more
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  • Mozn Systems Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Riyadh, Saudi Arabia

    Services provided

    70% AI Development
    20% IT Strategy Consulting
    5% Other Application Development +1 service
    5% Other IT Consulting and SI

    Mozn Systems, an artificial intelligence development company, is in Riyadh, Saudi Arabia and London, England. They specialize in Artificial Intelligence and IT strategy consulting.

    Read more
    View Profile
  • AI Development Services Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    50 - 249
    Wilmington, DE

    Services provided

    80% AI Development
    10% Custom Software Development
    10% Mobile App Development

    AI Development Services, an AI firm, is based in Wilmington, Delaware. Their services include Artificial Intelligence and Custom Software Development.

    Read more
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  • SmatBot Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Hyderabad, India

    Services provided

    100% AI Development

    SmatBot is an artificial intelligence firm. They provide Artificial Intelligence and AI Consulting and were founded in 2015.

    Read more
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  • ThinkOwl Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Orlando, FL

    Services provided

    25% AI Consulting
    25% AI Development
    25% Customer Service Outsourcing +1 service
    25% IT Managed Services

    IT managed services company ThinkOwl focuses on IT managed services and Artificial Intelligence. They are in Orlando, Florida and Pune, India.

    Read more
    View Profile
  • HiQo Solutions, Inc. Logotype

    HiQo Solutions, Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    25% Custom Software Development
    20% AI Development
    20% Cloud Consulting & SI +3 services
    20% IoT Development
    10% Generative AI
    5% AI Consulting

    HiQo Solutions, Inc. Is a software development company. They are in Atlanta, Georgia and have midsize team. They provide Custom Software Development and cloud consulting & SI.

    Read more
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  • Removed Logotype

    Not yet reviewed

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

    Services provided

    100% AI Development

    Removed, an artificial intelligence development company, was launched in 2022. The agency provides Artificial Intelligence and AI Consulting.

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  • Novelis Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Paris, France

    Services provided

    25% AI Development
    25% Cybersecurity
    25% Generative AI +1 service
    25% Robotics Process Automation

    Novelis is a Cybersecurity company. The Paris, France-based company provides Cybersecurity and Artificial Intelligence.

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  • AI Scout Solutions Logotype

    Not yet reviewed

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

    Services provided

    35% Generative AI
    30% AI Development
    25% AI Consulting +1 service
    10% Low/No Code Development

    AI Scout Solutions, an AI development company, was founded in 2023. The agency specializes in Artificial Intelligence and Generative AI.

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  • Eularis Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    New York , NY

    Services provided

    100% AI Development

    Artificial intelligence firm Eularis focuses on Artificial Intelligence. They are located in New York , New York.

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  • Ecom Extension Logotype

    Not yet reviewed

    $100,000+
    $25 - $49 / hr
    1,000 - 9,999
    Irving, TX

    Services provided

    25% AI Consulting
    25% AI Development
    25% Generative AI +1 service
    25% Search Engine Optimization

    Ecom Extension is a SEO agency. Their team is in Irving, Texas. The firm focuses on Search Engine Optimization and Artificial Intelligence.

    Read more
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  • Leftshift One Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Graz, Austria

    Services provided

    80% Generative AI
    20% AI Consulting

    Generative AI company Leftshift One is based in Graz, Austria. They specialize in Generative AI and AI Consulting.

    Read more
    View Profile
  • SRM Tech Gen AI Solutions Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    1,000 - 9,999
    Chennai, India

    Services provided

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

    Artificial intelligence company SRM Tech Gen AI Solutions was established in 1998. The team offers Artificial Intelligence and AI Consulting.

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  • Vamstar Limited Logotype

    Vamstar Limited

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

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

    Vamstar Limited is an artificial intelligence firm. Headquartered in London, England, the company was founded in 2019. Their services include Artificial Intelligence and Business Consulting.

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  • kreate technologies Private limited Logotype

    kreate technologies Private limited

    Not yet reviewed

    $5,000+
    Undisclosed
    250 - 999

    Services provided

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

    Kreate technologies Private limited is a software development firm. The firm is located in Ghaziabad, India. Their services include Custom Software Development and Web Development.

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  • Redrob Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Noida, India

    Services provided

    100% AI Development

    Redrob is an artificial intelligence company. Their midsize team of employees is in Noida, India. Their team focuses on Artificial Intelligence.

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  • ZenaDrone Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Chicago, IL

    Services provided

    35% AI Consulting
    30% AI Development
    20% AI Agents +1 service
    15% Generative AI

    ZenaDrone Inc is an AI Consulting company. Launched in 2020, the team specializes in AI Consulting and Artificial Intelligence. The company is headquartered in Chicago, Illinois.

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  • Crest Data Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    1,000 - 9,999
    San Jose, CA

    Services provided

    40% Engineering
    20% Generative AI
    10% AI Agents +5 services
    10% AI Consulting
    5% AI Development
    5% Cybersecurity
    5% Data Annotation Services
    5% IT Managed Services

    Founded in 2013, Crest Data is a large Engineering company. Their services include Engineering and Generative AI.

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  • Maisa AI Logotype

    Maisa AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    35% AI Development
    25% AI Consulting
    20% AI Agents +1 service
    20% Robotics Process Automation

    Maisa AI is an AI firm located in Valencia, Spain. Their services include Artificial Intelligence and AI Consulting.

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  • TrueFoundry AI Gateway Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    250 - 999
    San Francisco, CA

    Services provided

    30% AI Agents
    20% Cybersecurity
    20% Generative AI +2 services
    15% AI Consulting
    15% DevOps Managed Services

    Founded in 2021, TrueFoundry AI Gateway, a midsize AI Agents company, is located in San Francisco, California. Their team provides AI Agents and Generative AI.

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  • IABAC AI & Analytics Consulting Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    15% AI Agents
    15% BI & Big Data Consulting & SI +3 services
    15% Generative AI
    15% IT Strategy Consulting
    5% AI Development

    IABAC AI & Analytics Consulting is an AI Consulting company. Headquartered in Eindhoven, Netherlands, the team provides AI Consulting and Generative AI.

    Read more
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  • Media Engineering srl Logotype

    Media Engineering srl

    Not yet reviewed

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

    Services provided

    35% AI Development
    20% Generative AI
    15% AI Agents +4 services
    15% AI Consulting
    5% Graphic Design
    5% IT Strategy Consulting
    5% Video Production

    Founded in 2001, Media Engineering srl is an artificial intelligence development company. The team provides Artificial Intelligence and Generative AI.

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  • UFOMAMMOOT Logotype

    Not yet reviewed

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

    Services provided

    20% AR/VR Development
    20% Advertising
    15% AI Development +3 services
    15% Other Digital Marketing
    15% Web Design
    15% Web Development

    UFOMAMMOOT is an Advertising company. They offer Advertising and AR/VR development and were founded in 2011. The company is in Berlin, Germany.

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  • Planet Hive Logotype

    Not yet reviewed

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

    Services provided

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

    Founded in 2024, Planet Hive is a small AI firm. Their team offers Artificial Intelligence and AI Consulting.

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  • Cogninest AI Logotype

    Cogninest AI

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Digital Engineering +1 service
    25% Generative AI

    Cogninest AI is an artificial intelligence firm. Their small team is based in Pune, India. Their services include Artificial Intelligence and AI Consulting.

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  • atlasml.ai Logotype

    Not yet reviewed

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

    Services provided

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

    Atlasml.ai is an AI Consulting company launched in 2024. Their services include AI Consulting and Generative AI.

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  • NextEraTech Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    Freelancer
    București, Romania

    Services provided

    60% AI Development
    40% AI Consulting

    NextEraTech is an artificial intelligence development company founded in 2026. The team provides Artificial Intelligence and AI Consulting and is based in București, Romania.

    Read more
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  • Ghost Group Logotype

    Ghost Group

    Not yet reviewed

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

    Services provided

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

    Ghost Group is a software development company. They are headquartered in Poznań, Poland, and their services include Custom Software Development and Web Development.

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  • SDNA Tech Logotype

    Not yet reviewed

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

    Services provided

    20% AR/VR Development
    15% AI Development
    15% Blockchain +4 services
    15% Low/No Code Development
    15% Mobile App Development
    10% Custom Software Development
    10% Web Design

    Mobile app development firm SDNA Tech is located in London, England. Their services include Mobile App Development and Blockchain.

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

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We evaluate service providers using a structured methodology that combines:

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 Merixstudio
2 Cheesecake Labs
3 Quytech
4 Neoteric
5 blackthorn.ai
6 Dualboot Partners
7 fxis.ai
8 DianApps
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
  7. 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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Traditional SEO drives broad discovery, but GEO turns algorithmic citations into direct recommendations — positioning your business as the right answer.

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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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