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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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27,522 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 Receptive

    Clients consistently highlight Simform's receptiveness to feedback and flexibility throughout their projects. One client noted their team was 'always available, open to feedback,' and maintained effective communication via various tools. Another emphasized the smooth workflow established through regular updates and illustrated examples to overcome language barriers. Overall, the sentiment reflects a strong appreciation for Simform's collaborative approach and commitment to client satisfaction, despite minor challenges encountered during development.
    • Mobile App Development for Boating Social Platform
      5.0 Jul 26, 2018

      Overall, their team was flexible, receptive to feedback, and involved throughout our engagement. Plus, they are always available, open to feedback, and keep me in the loop about what’s going on, which is extremely useful.

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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

    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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    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

    Reviews mention Timely

    Client feedback regarding Wizard Labs' timeliness is overwhelmingly positive. One client noted that Maz and his team were 'extremely attentive' and delivered the complete project on time and on budget, while another praised Maz's exceptional organization and ability to deliver items punctually. Both clients appreciated the proactive communication regarding any delays, underscoring Wizard Labs' commitment to meeting deadlines and adapting to project needs effectively.
    • Custom Software & AI Dev for Taekwondo Franchising Brand
      5.0 May 14, 2025

      Maz and team were extremely attentive to our needs. They kept in touch with regular meetings and communicated effectively when deliverables took longer than expected to deliver. Overall we were very happy with them for delivering the complete project on time and on budget.

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    • 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.

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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

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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.

    See all 70 projects

    Reviews mention Results-oriented

    The feedback regarding BlueLabel highlights a strong results-oriented approach, with clients noting successful project outcomes such as the delivery of an innovative mobile solution that transformed customer engagement. One client emphasized that BlueLabel's alignment with business objectives and agile project management allowed for adaptability to changing expectations, ultimately exceeding their engagement goals. Overall, clients appreciate BlueLabel's commitment to delivering measurable success, though some suggest improvements in communication regarding scope changes.
    • Product Design & Mobile App Dev for Agriculture Company
      4.5 May 8, 2025

      Successful delivery of a new customer mobile solution that was first-to-market for our industry. Customer engagement and feedback exceeded expectations and is transforming the overall digital customer experience strategy and expectations for our company. Blue Label was able to challenge and adapt to changing expectations as we delivered incremental value and features during the course of the project.

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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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  • ZeroOneStack Logotype

    Not yet reviewed

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

    Services provided

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

    ZeroOneStack is an AI development company. The Toronto, Canada-based agency was established in 2025. Their team provides Artificial Intelligence and AI Consulting.

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  • Ferm Consulting Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Woluwe-Saint-Lambert, Belgium

    Services provided

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

    Ferm Consulting is an AI Consulting company headquartered in Woluwe-Saint-Lambert, Belgium. They focus on AI Consulting 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

    Reviews mention Translate ideas into products

    Clients have praised Azumo for their ability to effectively translate ideas into technical products. One client highlighted their professionalism, noting that Azumo patiently explained complex concepts, making them accessible to non-technical stakeholders. The team provided thorough architectural designs and maintained excellent communication throughout the project, ensuring that all requirements were met. Overall, the sentiment is highly positive, with clients expressing satisfaction with Azumo's expertise and collaborative approach.
    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their professionalism and honesty throughout the project were outstanding; they never tried to push particular solutions. Also, they were patient in explaining everything to us — we don’t have a technical background, so they translated all of our requirements into technical concepts.

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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 Well-executed projects

    Clients have consistently praised Qubika for executing high-quality projects with efficiency and reliability. One client noted that their experience with Qubika was a significant improvement over previous vendors, emphasizing their ability to deliver quickly without compromising on quality. Another highlighted the team's dedication and honesty, even when facing challenges with timelines. Overall, the sentiment reflects strong satisfaction, with clients expressing that Qubika exceeded their expectations and is among the best development firms they have encountered.
    • Software Dev for Custom Call Software
      5.0 Jul 22, 2020

      Our goal was an architecture that could support 2 million calls per day with a throughput for 160 per second, but they delivered a system that supported a throughput of 1,000 per second. This was a crucial project for us—before working with Moove It, we had the potential to lose the customer, but Moove It helped us preserve that contract. Now we’re working on a new phase of the project, making it scalable for more customers.

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

      December Labs was a step up in that regard, and I learned that you get what you pay for. They are more reliable than past vendors in terms of quality and speed of their development. They can work quickly without sacrificing product quality.

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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

    Reviews mention Exceptional performance

    Sketch Development received exceptional feedback for their performance in delivering Agile training and Jira implementation. Clients praised their professionalism, subject matter expertise, and the engaging training style of instructor James, who provided practical and impactful insights. One client highlighted the lasting influence of the training, noting that the knowledge gained continues to be applied long after the sessions. Overall, Sketch Development is recognized for exceeding expectations and significantly enhancing client understanding of Agile methodologies.
    • Business Consulting & Corporate Training for Pet Food Co
      5.0 Mar 4, 2025

      Sketch delivered in a shorter time frame than anticipated; we had estimated a full-year for the team transformation and agile adoption but completed this two months early. Sketch has an amazing ability to co-design a boutique solution that was unique to us. Rather than attempting to fit an off-the-shelf operating model that other consulting firms sell in, they listened to our department challenges and delivered the right approach for us.

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    • Enterprise App Modernization for Utilities Company
      5.0 Feb 25, 2026

      Overall, Sketch performed exceptionally well in delivering the project deliverables and exceeded expectations in both expertise and execution. Elizabeth provided outstanding insight into the effective use of Jira, offering practical, real-world guidance that helped translate the tool from a concept into a meaningful and usable workload management solution for our department. Overall, the company demonstrated a high level of professionalism, subject matter expertise, and commitment to client success. Their ability to deliver both strategic insight and practical, actionable training played a critical role in the successful adoption of Agile practices and Jira within our department.

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    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.

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    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

    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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  • Navigator AI Advisory Logotype

    Navigator AI Advisory

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% AI Agents

    Navigator AI Advisory is an AI Consulting company. Founded in 2025, the agency is in Brisbane City, Australia. Their team offers AI Consulting and Artificial Intelligence.

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  • Anronix Logotype

    Anronix

    Not yet reviewed

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

    Services provided

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

    Anronix is an AI firm. The Ahmedabad, India-based team focuses on Artificial Intelligence and Generative AI.

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  • VarkIA Logotype

    VarkIA

    Not yet reviewed

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

    Services provided

    70% AI Development
    30% IT Strategy Consulting

    VarkIA is an AI development company. They focus on Artificial Intelligence and IT strategy consulting and are headquartered in Logroño, Spain.

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  • Xpiderz Logotype

    Xpiderz

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% Generative AI
    15% Mobile App Development +2 services
    15% UX/UI Design
    10% Web Development

    Located in Austin, Texas, Xpiderz is a small artificial intelligence company. Their services include Artificial Intelligence and Generative AI.

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  • The AI Nexus Ltd Logotype

    The AI Nexus Ltd

    Not yet reviewed

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

    Services provided

    50% AI Development
    30% AI Agents
    10% AI Consulting +1 service
    10% Generative AI

    The AI Nexus Ltd is an AI development company. The Oldham, England-based agency offers Artificial Intelligence and AI Agents.

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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

    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 Helpful

    Clients consistently praise Snotor for their helpfulness and proactive support throughout project development. For instance, one client noted that MassMedia Group is 'proactive about addressing our concerns,' while another highlighted their ability to understand complex requirements and implement solutions effectively. Feedback emphasizes the team's responsiveness and collaborative approach, with clients feeling supported in achieving their project goals. Overall sentiment reflects high satisfaction with MassMedia Group's helpfulness and dedication to client success.
    • UX/UI Design for Link Building Services Company
      5.0 Mar 25, 2024

      Delivered on time and always answering fast and updates given all the time. Easy to communicate and helping with everything. No improvements needed.

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    • PHP Dev for Letter Sending Platform
      5.0 Feb 22, 2019

      MassMedia Group always communicates with our team. If we have any issues, Andriy (CEO, MassMedia Group) is available to talk. MassMedia’s team is helpful and cooperative.

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    • Development for Legal SaaS Platform
      5.0 Feb 14, 2019

      I really appreciated that they looked at it, saw the reasons that I had for insisting on it, and they ran with it. They took a challenge and implemented it. They’ve really been helpful in fulfilling the development tasks I need.

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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 Receptive

    Clients consistently praised CodeNinja for their receptiveness to feedback and commitment to understanding project requirements. One client noted their 'open-mindedness and receptiveness to feedback,' which facilitated alignment with the client's vision. Another highlighted CodeNinja's 'client-first approach,' emphasizing their attentiveness and tailored solutions. Overall, the sentiment reflects a strong appreciation for CodeNinja's collaborative attitude and dedication to client satisfaction.
    • Custom Software Development for Visualization Studio
      4.5 May 13, 2024

      What impressed us most about CodeNinja was their commitment to adopting a client-first approach. Their dedication to understanding our needs and tailoring solutions accordingly demonstrated a level of attentiveness and customer-centricity that set them apart.

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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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  • PosioAi Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    15% Business Consulting +1 service
    15% IT Strategy Consulting

    PosioAi is an AI Consulting company. In Tracy, California, the team offers AI Consulting and Artificial Intelligence.

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  • LoopStack Ai Automation Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Binton, England

    Services provided

    50% AI Development
    15% AI Consulting
    15% Generative AI +2 services
    10% CRM Consulting and SI
    10% IT Strategy Consulting

    LoopStack Ai Automation is an artificial intelligence development company. Their small team is in Binton, England. Their services include Artificial Intelligence and Generative AI.

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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

    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
    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) Less than $10,000 (1) $50,000 to $199,999 (1)

    What Clients Have Said

    Clients consistently praise Kraftors Web Solutions Private Limited for providing excellent value for money, often highlighting their competitive pricing and alignment with budgetary constraints. One client noted, "their pricing fit our budget, they were a great culture fit, and they offered good value for the cost." Additionally, another client expressed satisfaction, stating, "they delivered beyond expectations" while maintaining affordability. Overall, the sentiment reflects a strong appreciation for the quality of service relative to the cost, reinforcing their reputation as a cost-effective solution.
    Read All Reviews

    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 Timely

    Clients have consistently praised LANARS for their timely delivery and adaptability throughout project management. One client noted that despite multiple scope changes, LANARS never missed a deadline, demonstrating their reliability and flexibility. Regular meetings and progress reports further instilled confidence in the project's advancement. Overall, the sentiment regarding timeliness is overwhelmingly positive, with clients expressing satisfaction in LANARS' ability to meet deadlines while accommodating changing requirements.
    • AI Dev for Design & Tech Studio
      5.0 Mar 27, 2026

      Everything was delivered on time. We changed the scope several times on our side, but Lanars adjusted quickly and we still met our deadline goals. Regular meetings and progress reports gave us full visibility and confidence that things were moving forward.

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    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

    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

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Domino Effect AI Logotype

    Not yet reviewed

    $5,000+
    $300+ / hr
    50 - 249
    London, England

    Services provided

    85% AI Consulting
    15% Market Research

    Headquartered in London, England, Domino Effect AI is a midsize AI Consulting company. Their services include AI Consulting and Market Research.

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  • Stynt.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    75% AI Consulting
    25% AI Development

    Stynt.ai is a small AI Consulting company in London, England. The team focuses on AI Consulting 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

    Reviews mention Knowledgeable

    Leobit has received consistently positive feedback regarding their knowledge and expertise. Clients have praised their excellent communication and deep understanding of modern technologies, particularly .NET and Ruby on Rails. One client highlighted that Leobit's team demonstrated significant competence and proactivity, leading to successful project outcomes. Another noted their flexibility in addressing technical challenges and delivering tailored solutions. Overall, the sentiment reflects strong satisfaction with Leobit's knowledgeable approach and commitment to client needs.
    • MVP Development for Photo Printing Mobile App
      5.0 Aug 29, 2024

      During the onboarding of the project, there was also a good tech dudillegence done by Leobit. As a result, we knew exactly where the weaknesses and strengths were on the tech side. The staff on the project are very competent and knowledgeable.

      Read Full Review
    • Staff Augmentation for SaaS Quoting Platform
      5.0 Oct 2, 2018

      Their testers are reliable and bring technical know-how to the project. They have a pool of experts that we can always call on when needed.

      Read Full Review
    • Web App Modernization Assessment for CRM Software Company
      5.0 Aug 13, 2025

      Leobit completed the promised deliverables on time and within budget, and the quality of their work exceeded our expectations. Excellent communication and knowledge in modern .NET technologies.

      Read Full Review
    • Web App Development for Online Gift Shop
      4.5 Oct 9, 2018

      They’re knowledgeable. We’ve worked with people at different stages of their careers, but most of us have been happy with the service delivered by Leobit. They do their best to try to find the right person for the task, and they help a lot in our data endeavors. It’s hard to find a good data engineer or BI person in offshore companies, and they were able to help us.

      Read Full Review
    Read All 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)
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    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 Well-organized projects

    TechnoYuga has received positive feedback regarding their project organization and management. Clients noted their well-structured and communicative approach, with one client stating, 'Their project management is well-structured, communicative, and flexible enough to adapt when needed.' Another client highlighted their 'excellent' project management, emphasizing timely milestone delivery and accommodating changes. Overall, clients expressed confidence in TechnoYuga's professionalism and dedication, indicating that the organized execution of projects significantly contributed to their success.
    • Web & Mobile App Development for Lifestyle Booking Platform
      5.0 Jun 17, 2024

      Technoyuga appears to have strong foundations in project management for apps and web development projects with clear objectives, effective resource allocation, and robust risk management. Enhancing flexibility, adopting more agile practices, improving feedback mechanisms, and ensuring comprehensive training on PM tools could further improve their project management effectiveness.

      Read Full Review
    • Mobile App Development for Interpreter Data Company
      5.0 Apr 11, 2025

      Technoyuga’s project management was excellent. They were very organized and conducted weekly review calls to showcase progress and gather feedback. All project milestones were delivered on time or earlier, and they were very accommodating whenever we requested changes or additions.

      Read Full Review
    • Mobile App Dev & UX/UI Design for Esports Statistics Co
      5.0 Apr 14, 2025

      They followed a structured sprint-based approach and kept us in the loop through regular calls and Slack updates across all five sprints. Each key sprint was delivered on time, and their weekly calls were instrumental in addressing potential issues early and keeping the project aligned with our goals. For project management, they used Trello to track tasks, timelines, and feedback, which provided full visibility and we were able to check the updates on a regular basis. Overall, the process was well-organized, transparent, and effective from start to finish.

      Read Full Review
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    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)
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    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 Accessible

    The overall sentiment regarding JPLoft's accessibility is highly positive. Clients frequently noted their prompt communication and availability. One CEO emphasized JPLoft's constant presence on Slack, stating that it felt like the team was 'right in the room' with them. Another client praised their 'patience and understanding,' highlighting the team's readiness to address needs promptly. Overall, feedback consistently reflects that JPLoft is highly accessible and responsive, fostering a collaborative environment.
    • Custom Software Development for Event Hosting & Design Firm
      5.0 Apr 17, 2024

      Timely, clear, and effective communication. We appreciated their availability to work around the clock, value, and speed.

      Read Full Review
    • Mobile App Development for Financial Company
      5.0 Sep 5, 2023

      They were on time in the delivery of the complete package. The contact person was always available, patient and understanding.

      Read Full Review
    • Website Dev for B2B Consulting Firm
      5.0 Jan 22, 2021

      They were always available and provided the dedicated resources which showcased their dedication towards my work. Whenever I had any issue, the company never denied it to do and worked on it on the very same day or night.

      Read Full Review
    • Mobile App Dev Services for Retail Media Company
      5.0 Nov 17, 2024

      Their management was efficient and transparent. We used tools like Jira to monitor our progress and track tasks. They ensured they sent us weekly reports, sending us breakdowns of what they were spending their time on and how far they had gone. They were always on schedule, and always on time, and this made us feel safer with them. We connected via email and Slack and got on a call whenever we needed something with more clarity and urgency.

      Read Full Review
    • UX/UI Design for Media Company
      5.0 Dec 3, 2024

      They were always available on Slack for questions or adjustments, and their quick response times kept everything moving smoothly. They took feedback like pros and turned it into tangible changes almost instantly. For me, it was their speed and how open they were to collaboration.

      Read Full Review
    Read All Reviews
    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

    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

    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
  • BTCNXT Logotype

    BTCNXT

    Not yet reviewed

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

    Services provided

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

    BTCNXT is an artificial intelligence development company. They are in Framingham, Massachusetts, and their services include Artificial Intelligence and AI Consulting.

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  • Aximise Logotype

    Aximise

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    25% AI Consulting
    20% AI Agents
    20% AI Development +3 services
    20% Generative AI
    10% Engineering
    5% Business Consulting

    AI Consulting company Aximise provides AI Consulting and Artificial Intelligence. They are headquartered in Buford, Georgia.

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  • Pipeline Labs Australia Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Bilgola Plateau, Australia

    Services provided

    40% AI Consulting
    30% AI Development
    10% AI Agents +3 services
    10% Marketing Strategy
    5% Branding
    5% Generative AI

    Pipeline Labs Australia, an AI Consulting company, was founded in 2025. The team offers AI Consulting and Artificial Intelligence and is located in Bilgola Plateau, Australia.

    Read more
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  • WaferZero Logotype

    WaferZero

    Not yet reviewed

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

    Services provided

    75% AI Consulting
    25% AI Development

    Founded in 2026, WaferZero is an AI Consulting company. The agency offers AI Consulting and Artificial Intelligence.

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  • Alejandra Grillo Logotype

    Alejandra Grillo

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    100% Generative AI

    Alejandra Grillo is a Generative AI company. They are located in Bilbao, Spain and have small team. They provide Generative AI.

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  • DAVID Logotype

    DAVID

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

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

    DAVID, an AI Consulting company, is in Provo, Utah. Their services include AI Consulting and Generative AI.

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  • KloraLab Logotype

    KloraLab

    Not yet reviewed

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

    Services provided

    45% AI Development
    20% AI Consulting
    10% AI Agents +4 services
    10% Generative AI
    5% BI & Big Data Consulting & SI
    5% IT Managed Services
    5% IT Strategy Consulting

    Artificial intelligence development company KloraLab is located in Vantaa, Finland. Their services include Artificial Intelligence and AI Consulting.

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  • AI Consultant Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    20% AI Consulting
    20% Generative AI +3 services
    15% AI Agents
    10% BI & Big Data Consulting & SI
    10% IT Strategy Consulting

    AI Consultant is an artificial intelligence firm established in 2021. The agency provides Artificial Intelligence and AI Consulting, and is small.

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  • TFG Technology Solutions Logotype

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    10 - 49
    Washington, DC

    Services provided

    100% AI Consulting

    TFG Technology Solutions is an AI Consulting company. The firm is headquartered in Washington, District of Columbia. Their services include AI Consulting.

    Read more
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  • ResultLevel Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Lisboa, Portugal

    Services provided

    100% AI Development

    Artificial intelligence development company ResultLevel is located in Lisboa, Portugal. Established in 2026, the team specializes in Artificial Intelligence.

    Read more
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  • Startups Advisory Logotype

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    40% Business Consulting

    Founded in 2025, Startups Advisory is an AI Consulting company. Their team offers AI Consulting and Business Consulting.

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  • Mason Crest Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Coppull, England

    Services provided

    100% AI Development

    Mason Crest is an AI firm headquartered in Coppull, England. Launched in 2024, the team specializes in Artificial Intelligence.

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  • Exofe Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Lahore, Pakistan

    Services provided

    40% AI Development
    40% Generative AI
    20% AI Agents

    Exofe is an AI firm. Based in Lahore, Pakistan, their small team provides Artificial Intelligence and Generative AI. The company was launched in 2026.

    Read more
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  • Nord Paradigm Logotype

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    2 - 9
    Saguenay, Canada

    Services provided

    50% AI Consulting
    50% AI Development

    Nord Paradigm, an artificial intelligence company and AI Consulting company, is in Saguenay, Canada. Established in 2026, the team focuses on Artificial Intelligence and AI Consulting.

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  • Stumptown AI Logotype

    Stumptown AI

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    Freelancer

    Services provided

    65% AI Consulting
    35% AI Development

    AI Consulting company Stumptown AI was founded in 2025. The small team offers AI Consulting and Artificial Intelligence.

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  • Halena AI Logotype

    Halena AI

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    20% Generative AI +3 services
    10% AI Agents
    10% CRM Consulting and SI
    10% Digital Strategy

    Halena AI is an AI firm. The Dover, Delaware-based agency was launched in 2025. Their services include Artificial Intelligence and AI Consulting.

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  • Nexitelligence Logotype

    Not yet reviewed

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

    Services provided

    35% AI Development
    20% AI Consulting
    20% Generative AI +2 services
    15% BI & Big Data Consulting & SI
    10% AI Agents

    Nexitelligence is an AI firm founded in 2022. Their services include Artificial Intelligence and AI Consulting.

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  • TwoHundred.ai Logotype

    TwoHundred.ai

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9

    Services provided

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

    TwoHundred.ai, an artificial intelligence development company, focus on Artificial Intelligence and AI Consulting. They were founded in 2025.

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  • Viston AI Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    15% AI Agents
    15% AI Consulting +8 services
    10% Generative AI
    5% Content Marketing
    5% Digital Strategy
    5% E-Commerce Development
    5% IT Managed Services
    5% Social Media Marketing
    5% UX/UI Design
    5% Web Design

    Viston AI is an Ahmedabad, India-based artificial intelligence development company. Their services include Artificial Intelligence and AI Agents.

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  • Leomayn Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    10 - 49
    Surbiton, England

    Services provided

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

    Leomayn is a Business Consulting company. They were launched in 2025 and specialize in Business Consulting and Artificial Intelligence.

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  • Kizuma Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Albuquerque, NM

    Services provided

    50% AI Consulting
    25% AI Development
    20% AI Agents +1 service
    5% Generative AI

    Kizuma is an AI Consulting company founded in 2022. Based in Albuquerque, New Mexico, the team provides AI Consulting and Artificial Intelligence.

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  • Nutropic AI Logotype

    Nutropic AI

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    40% AI Consulting
    15% AI Agents
    15% AI Development +2 services
    15% Generative AI
    15% IT Strategy Consulting

    Nutropic AI is an AI Consulting company launched in 2026. The team provides AI Consulting and Artificial Intelligence.

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  • Venturehub360 Logotype

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    10 - 49
    Cumming, GA

    Services provided

    75% AI Development
    5% AI Agents
    5% AI Consulting +3 services
    5% Accounting
    5% Business Consulting
    5% Finance & Accounting Outsourcing (FAO)

    Venturehub360 is an artificial intelligence development company headquartered in Cumming, Georgia. Their services include Artificial Intelligence and AI Consulting.

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  • Atfenix Data Center Logotype

    Atfenix Data Center

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% AI Consulting
    30% AI Development
    20% Generative AI +1 service
    10% AI Agents

    AI Consulting company Atfenix Data Center was established in 2023. The team offers AI Consulting and Artificial Intelligence and is located in Bangalore Karnataka, India.

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  • ASBM LTD Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% AI Agents

    ASBM LTD, an AI development company, was established in 2024. The team focuses on Artificial Intelligence and AI Consulting and is in Bansko, Bulgaria.

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  • Waqi AI Logotype

    Waqi AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Consulting
    20% Cybersecurity

    Waqi AI is an AI Consulting company. The team is located in Jeddah, Saudi Arabia, and their services include AI Consulting and Cybersecurity.

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  • Panabotics Logotype

    Not yet reviewed

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

    Services provided

    50% AI Development
    20% Generative AI
    10% AI Agents +2 services
    10% API Development
    10% Web Development

    Panabotics is an artificial intelligence development company. The agency is in Lahore, Pakistan. Their services include Artificial Intelligence and Generative AI.

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  • Entra AI Logotype

    Entra AI

    Not yet reviewed

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

    Services provided

    30% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    20% Generative AI

    Entra AI is an AI Agents company. Their small team is located in London, England. Their services include AI Agents and Artificial Intelligence.

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  • FortiqAI Technologies LLP Logotype

    FortiqAI Technologies LLP

    Not yet reviewed

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

    Services provided

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

    Launched in 2025, FortiqAI Technologies LLP is an AI company. Their services include Artificial Intelligence and AI Consulting.

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  • Synaptica Group LLC Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9
    Dubai, United Arab Emirates

    Services provided

    40% AI Consulting
    40% AI Development
    20% Custom Software Development

    Synaptica Group LLC is a Dubai, United Arab Emirates-based AI company. They specialize in Artificial Intelligence and AI Consulting and were launched in 2025.

    Read more
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  • Thrive Labs Logotype

    Thrive Labs

    Not yet reviewed

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

    Services provided

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

    Located in Singapore, Singapore, Thrive Labs is an AI development company. Their services include Artificial Intelligence and Generative AI.

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  • Omnitron Pte Ltd Logotype

    Omnitron Pte Ltd

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    2 - 9

    Services provided

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

    Omnitron Pte Ltd is a Singapore, Singapore-based AI development company. They focus on Artificial Intelligence and AI Agents.

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  • MoyaHost Logotype

    MoyaHost

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    Freelancer

    Services provided

    60% AI Development
    40% AI Consulting

    Established in 2025, MoyaHost is a small artificial intelligence firm. Their team specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • Rysolf software solution Logotype

    Rysolf software solution

    Not yet reviewed

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

    Services provided

    100% AI Development

    AI firm Rysolf software solution specializes in Artificial Intelligence. They are in Barranquilla, Colombia.

    Read more
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  • Avalux Logotype

    Not yet reviewed

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

    Services provided

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

    Avalux is an artificial intelligence company. The agency is based in Mississauga, Canada. Their team offers Artificial Intelligence and Generative AI.

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  • Security Blogs Logotype

    Not yet reviewed

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

    Services provided

    55% Generative AI
    45% AI Consulting

    Security Blogs is a Generative AI company founded in 2000. The team offers Generative AI and AI Consulting.

    Read more
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  • HintMint Logotype

    HintMint

    Not yet reviewed

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

    Services provided

    50% AI Agents
    50% AI Consulting

    HintMint is an AI Agents and AI Consulting company. In Dover, Delaware, the firm was founded in 2025. Their team focuses on AI Agents and AI Consulting.

    Read more
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  • EagleAI Logotype

    Not yet reviewed

    $250,000+
    $300+ / hr
    Freelancer
    Yamuna Nagar, India

    Services provided

    100% AI Development

    EagleAI, an AI company, is based in Yamuna Nagar, India. They offer Artificial Intelligence.

    Read more
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  • NeuroAI Consulting Logotype

    Not yet reviewed

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

    Services provided

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

    Founded in 2026, NeuroAI Consulting is an AI Consulting company. Based in Bălteni, Romania, the team specializes in AI Consulting and Artificial Intelligence.

    Read more
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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 – 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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