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Home Recommendation Systems

Top Recommendation Engine Companies

Recommendation engines are highly sophisticated data filtering systems that forecast customer interests by using behavioral data, machine learning, and statistical modeling. The technology is commonly used by streaming sites like Spotify and YouTube. It’s important to make a positive impression on customers and end-users. Experienced recommendation engine companies are third-party service providers that primarily create intricate systems. They have extensive teams of dedicated software developers, engineers, and data scientists working to create bespoke engines. Typically, they offer three different types of recommendation systems: collaborative filtering, knowledge-based engines, and content-based filtering. Their work can help businesses significantly boost revenue, improve click-through rates, and increase conversions. Their complex solutions allow companies to draw in customers by offering them tailored experiences. Also view popular computer vision services, cognitive computing companies, and natural language processing companies.
Ratings Updated: April 7, 2026
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15 Leaders 15 Contenders

3,086 Companies

List of the Top Recommendation System Services

  • NEPTUNE BLUE - TECHNOLOGY LTD Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    30% Custom Software Development
    30% Mobile App Development +1
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Natural Language Processing +4
    20% Voice and Speech Recognition
    10% Machine Learning
    5% Cognitive Computing
    5% Computer Vision

    Founded in 2026, NEPTUNE BLUE - TECHNOLOGY LTD is a mobile app development firm. The small team offers Mobile App Development and Custom Software Development.

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  • Nim Technologies Logotype

    Nim Technologies

    5.0 1 review
    $5,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Custom Software Development +2
    20% Product Design
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Computer Vision +1
    25% Natural Language Processing

    Nim Technologies is a forward-thinking IT solutions and digital transformation company committed to helping businesses operate smarter, faster, and more efficiently through technology. Since our

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  • Innovation World Logotype

    5.0 2 reviews
    Undisclosed
    Undisclosed
    10 - 49
    Calgary, Canada

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Search Engine Optimization +2
    20% Social Media Marketing
    20% Web Design

    Focus Areas

    25% AI Recommendation Systems
    75% Chatbots & Conversational AI

    Innovation World specializes in Artificial Intelligence Development, web design, and CRM software solutions. Clients commend their responsive project management, effective AI automation, and value-driven services, highlighting significant improvements in conversion rates and lead generation. Their alignment with client values and budget-friendly pricing further enhances their reputation as a reliable partner for AI and Machine Learning Development projects.

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  • Nexar Growth Group Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Pretoria, South Africa

    Services provided

    40% Email Marketing
    15% Direct Marketing
    15% Generative AI +3
    15% Market Research
    10% IT Strategy Consulting
    5% Business Consulting

    Focus Areas

    30% AI Recommendation Systems
    30% Machine Learning
    20% Chatbots & Conversational AI +2
    15% Computer Vision
    5% Natural Language Processing

    Email Marketing company Nexar Growth Group was founded in 2021. The team offers Email Marketing and Direct Marketing.

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  • Velara Systems Logotype

    Velara Systems

    Not yet reviewed

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

    Services provided

    10% AI Development
    25% Blockchain
    15% API Development +5
    10% Custom Software Development
    10% DevOps Managed Services
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

    35% AI Recommendation Systems
    35% Machine Learning
    25% Chatbots & Conversational AI +1
    5% Robotics

    Velara Systems, a Blockchain company, specializes in Blockchain and Custom Software Development. The agency is located in.

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  • XTECHON Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    30% Application Testing
    20% Digital Engineering +3
    10% Custom Software Development
    10% Low/No Code Development
    10% Mobile App Development

    Focus Areas

    25% AI Recommendation Systems
    40% Natural Language Processing
    20% Chatbots & Conversational AI +1
    15% Machine Learning

    Established in 2022, XTECHON is a small Greater Noida, India-based Application Testing company. Their services include Application Testing and Mobile App Development.

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  • Ekata Technology Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Graphic Design
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Computer Vision
    25% Machine Learning +1
    25% Natural Language Processing

    Ekata Technology, an user experience design agency, provide UX/UI Design and Graphic Design. They were founded in 2021.

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  • Omniiicore Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Addis Ababa, Ethiopia

    Services provided

    20% AI Development
    20% Advertising
    20% Branding +2
    20% Event Management
    20% Social Media Marketing

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    25% Machine Learning

    Omniiicore is an Advertising company. Their team is in Addis Ababa, Ethiopia and offers Advertising and Branding.

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  • Sintano Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    25% Voice and Speech Recognition

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

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  • Qubac Logotype

    Qubac

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2
    20% ERP Consulting and SI
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    25% Voice and Speech Recognition

    Qubac, a cloud consulting & SI company, is in Karachi, Pakistan. They provide cloud consulting & SI and ERP consulting and SI.

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  • Elgeon Analytics Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2
    20% IT Managed Services
    20% IT Strategy Consulting

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Machine Learning +1
    25% Natural Language Processing

    Elgeon Analytics is an IT strategy consulting company located in Gurugram, India. They provide IT strategy consulting and BI & big data consulting & SI.

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  • Stockeds software solution's Logotype

    Stockeds software solution's

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% DevOps Managed Services +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Computer Vision
    25% Machine Learning +1
    25% Natural Language Processing

    Custom software development firm Stockeds software solution's was established in 2019. The small team provides Custom Software Development and Web Development.

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  • 312 Solutions Logotype

    312 Solutions

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    25% AI Recommendation Systems
    35% Chatbots & Conversational AI
    25% Voice and Speech Recognition +1
    15% Machine Learning

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

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  • Finixcode Logotype

    Finixcode

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    25% AI Recommendation Systems
    25% Computer Vision
    25% Machine Learning +1
    25% Natural Language Processing

    User experience design company Finixcode is headquartered in Dhaka, Bangladesh. Launched in 2022, the team focuses on UX/UI Design and Web Development.

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  • Nextwisi Solutions Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Sahibzada Ajit Singh Nagar, India

    Services provided

    25% AI Development
    35% Blockchain
    20% Mobile App Development +2
    10% E-Commerce Development
    10% Supply Chain Management

    Focus Areas

    20% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Voice and Speech Recognition +3
    15% Computer Vision
    15% Machine Learning
    5% Natural Language Processing

    Nextwisi Solutions is a Blockchain company. Located in Sahibzada Ajit Singh Nagar, India, the agency focuses on Blockchain and Artificial Intelligence.

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  • Skybyte Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    65% DevOps Managed Services
    15% Cybersecurity

    Focus Areas

    25% AI Recommendation Systems
    45% Chatbots & Conversational AI
    20% Voice and Speech Recognition +1
    10% Natural Language Processing

    Skybyte is a DevOps Managed Services company. Launched in 2023, their team focuses on DevOps Managed Services and Artificial Intelligence.

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  • PentaDevs Logotype

    PentaDevs

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    35% AI Development
    20% Custom Software Development
    20% Web Development +2
    15% Mobile App Development
    10% AI Agents

    Focus Areas

    10% AI Recommendation Systems
    40% Chatbots & Conversational AI
    25% Computer Vision +2
    15% Machine Learning
    10% Natural Language Processing

    AI firm PentaDevs focuses on Artificial Intelligence and Web Development. They were launched in 2022.

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  • PCUBE SOFTECHS Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Web Development
    15% Custom Software Development +4
    15% IoT Development
    10% E-Commerce Development
    10% IT Strategy Consulting
    10% Mobile App Development

    Focus Areas

    25% AI Recommendation Systems
    25% Machine Learning
    20% Chatbots & Conversational AI +2
    20% Cognitive Computing
    10% Robotics

    PCUBE SOFTECHS, a web development company, was founded in 2012. The firm offers Web Development and Artificial Intelligence.

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  • Aixelerate Logotype

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    Freelancer
    Zürich, Switzerland

    Services provided

    50% AI Agents
    50% AI Consulting

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    25% Voice and Speech Recognition

    Aixelerate is an AI Consulting and AI Agents company. They are based in Zürich, Switzerland, and their services include AI Consulting and AI Agents.

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  • Numoo Advisory Logotype

    Numoo Advisory

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    40% AI Consulting
    20% CRM Consulting and SI
    20% Digital Strategy +1
    20% IT Strategy Consulting

    Focus Areas

    35% AI Recommendation Systems
    45% Chatbots & Conversational AI
    20% Natural Language Processing

    Numoo Advisory is an AI Consulting company. Launched in 2025, the company is based in London, England. Their team offers AI Consulting and Digital Strategy.

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  • Web Panel solutions Logotype

    Web Panel solutions

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

    Services provided

    15% AI Development
    15% Digital Strategy
    15% E-Commerce Development +4
    15% Mobile App Development
    15% UX/UI Design
    15% Web Development
    10% Cloud Consulting & SI

    Focus Areas

    10% AI Recommendation Systems
    20% Voice and Speech Recognition
    15% Chatbots & Conversational AI +5
    15% Machine Learning
    10% Cognitive Computing
    10% Computer Vision
    10% Natural Language Processing
    10% Robotics

    Web Panel Solutions was founded in 2015 with a clear vision to help businesses grow through reliable, scalable, and innovative digital solutions. What started as a small team of passionate

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  • K.p roi solutions ltd Logotype

    K.p roi solutions ltd

    Not yet reviewed

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

    Services provided

    10% AI Development
    80% Conversion Optimization
    10% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    80% Machine Learning

    K.p roi solutions ltd is a Conversion Optimization company. They were established in 2021 and provide Conversion Optimization and Artificial Intelligence.

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  • InspironLabs Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    250 - 999
    Bengaluru, India

    Services provided

    10% AI Development
    15% Custom Software Development
    10% Cloud Consulting & SI +8
    10% Cybersecurity
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% Microservices Architecture Services
    10% Web Development
    5% Application Management & Support
    5% Application Testing
    5% Mobile App Development

    Focus Areas

    10% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +5
    15% Machine Learning
    15% Natural Language Processing
    10% Computer Vision
    10% Robotics
    10% Voice and Speech Recognition

    InspironLabs, a custom software development company, is located in Bengaluru, India. Established in 2019, the team offers Custom Software Development and Web Development.

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  • SYONE Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Amadora, Portugal

    Services provided

    10% AI Development
    25% Custom Software Development
    25% Mobile App Development +2
    25% Web Development
    15% IT Staff Augmentation

    Focus Areas

    15% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +4
    20% Natural Language Processing
    10% Cognitive Computing
    10% Voice and Speech Recognition
    5% Robotics

    SYONE is a midsize Amadora, Portugal-based custom software development company. Their services include Custom Software Development and Web Development.

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  • Damavis Studio Logotype

    Damavis Studio

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    15% AI Development
    25% BI & Big Data Consulting & SI
    20% Custom Software Development +3
    15% AI Consulting
    15% Business Consulting
    10% Cloud Consulting & SI

    Focus Areas

    50% AI Recommendation Systems
    50% Machine Learning

    Damavis Studio is a data analytics company. Their team is in Palmar de Varela, Colombia and offers BI & big data consulting & SI and Custom Software Development.

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  • EVE.calls Logotype

    EVE.calls

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Development
    50% AI Consulting

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +2
    20% Natural Language Processing
    20% Voice and Speech Recognition

    Launched in 2016, EVE.calls is an AI company and AI Consulting company. Headquartered in Boston, Massachusetts, the team focuses on Artificial Intelligence and AI Consulting.

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  • Codygon Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +4
    20% Generative AI
    10% AR/VR Development
    10% Low/No Code Development
    10% Web Design

    Focus Areas

    15% AI Recommendation Systems
    50% Machine Learning
    20% Natural Language Processing +1
    15% Chatbots & Conversational AI

    Codygon is a big data company in Mumbai, India. The team specializes in BI & big data consulting & SI and Custom Software Development.

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  • Zenith Future Logotype

    Zenith Future

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% IT Strategy Consulting
    20% Staffing +4
    10% AI Consulting
    10% Custom Software Development
    10% Mobile App Development
    10% Web Design

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Computer Vision +2
    15% Natural Language Processing
    15% Robotics

    Located in Sheridan, Wyoming and Ahmedabad, India, Zenith Future is an IT strategy consulting company. Their services include IT strategy consulting and Artificial Intelligence.

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  • Vizaos - A part of XONIK Group. Logotype

    Vizaos - A part of XONIK Group.

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    15% Digital Strategy
    15% IT Strategy Consulting +4
    10% Marketing Strategy
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    15% AI Recommendation Systems
    35% Chatbots & Conversational AI
    30% Voice and Speech Recognition +2
    10% Machine Learning
    10% Natural Language Processing

    AI Consulting company Vizaos - A part of XONIK Group.  was launched in 2006. The team specializes in AI Consulting and Digital Strategy and is based in Bhopal, India.

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  • InnoKaRa Systems Logotype

    InnoKaRa Systems

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    10% AI Development
    30% Web Development
    15% E-Commerce Development +7
    10% IT Managed Services
    10% IT Strategy Consulting
    5% API Development
    5% Customer Service Outsourcing
    5% Mobile App Development
    5% Other Application Development
    5% Web Design

    Focus Areas

    20% AI Recommendation Systems
    50% Machine Learning
    10% Natural Language Processing +2
    10% Robotics
    10% Voice and Speech Recognition

    InnoKaRa Systems is a website development firm launched in 2025. The agency focuses on Web Development and E-Commerce Development.

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  • SOLW3 (by SW3 Innovations Brasil) Logotype

    SOLW3 (by SW3 Innovations Brasil)

    Not yet reviewed

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

    Services provided

    10% AI Development
    25% Custom Software Development
    15% AI Agents +6
    15% Web Development
    10% E-Commerce Development
    10% UX/UI Design
    5% AI Consulting
    5% API Development
    5% Cloud Consulting & SI

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Machine Learning +1
    25% Natural Language Processing

    SOLW3 (by SW3 Innovations Brasil) is a custom software development company. They were launched in 2025, and their services include Custom Software Development and Web Development.

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  • Kutzer & Angermann Digital Solutions OG Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    Freelancer
    Klosterneuburg, Austria

    Services provided

    30% AI Development
    35% Web Design
    15% Web Development +2
    10% Marketing Strategy
    10% Search Engine Optimization

    Focus Areas

    10% AI Recommendation Systems
    90% Chatbots & Conversational AI

    Kutzer & Angermann Digital Solutions OG, a small web design company, is headquartered in Klosterneuburg, Austria. Their services include Web Design and Artificial Intelligence.

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  • EmergenceTek Group Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    Buffalo, NY

    Services provided

    10% AI Development
    12% BI & Big Data Consulting & SI
    11% Cloud Consulting & SI +17
    7% API Development
    7% Custom Software Development
    6% AI Consulting
    6% Web Development
    5% Blockchain
    5% ERP Consulting and SI
    5% IT Strategy Consulting
    5% Mobile App Development
    4% Enterprise App Modernization
    3% DevOps Managed Services
    3% IT Staff Augmentation
    2% Application Management & Support
    2% Generative AI
    2% IoT Development
    2% Microservices Architecture Services
    2% Other Application Development
    1% Application Testing

    Focus Areas

    15% AI Recommendation Systems
    40% Chatbots & Conversational AI
    20% Machine Learning +3
    10% Natural Language Processing
    10% Robotics
    5% Voice and Speech Recognition

    Founded in 2012, EmergenceTek Group is a business intelligence company. The team specializes in BI & big data consulting & SI and cloud consulting & SI and is based in Buffalo, New York.

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  • ardu-digital Logotype

    ardu-digital

    Not yet reviewed

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

    Services provided

    10% AI Development
    15% Web Development
    10% BI & Big Data Consulting & SI +7
    10% E-Commerce Development
    10% Low/No Code Development
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design
    5% Ecommerce Marketing

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    20% Machine Learning +2
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Ardu-digital is a small web design company founded in 2018. Their team specializes in Web Design and Web Development.

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  • MotivLab Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Custom Software Development
    15% AI Consulting +4
    15% API Development
    15% Mobile App Development
    15% Web Development
    10% BI & Big Data Consulting & SI

    Focus Areas

    10% AI Recommendation Systems
    55% Machine Learning
    15% Natural Language Processing +3
    10% Chatbots & Conversational AI
    5% Computer Vision
    5% Voice and Speech Recognition

    Launched in 2011, MotivLab is a software development company. The team provides Custom Software Development and Web Development.

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  • Pixxel Solutions Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2
    20% Web Design
    20% Web Development

    Focus Areas

    15% AI Recommendation Systems
    35% Machine Learning
    25% Chatbots & Conversational AI +1
    25% Cognitive Computing

    Pixxel Solutions, a web design agency, is headquartered in Wien, Austria. Their services include Web Design and Custom Software Development.

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  • Xamun Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    London, England

    Services provided

    20% AI Development
    40% Custom Software Development
    20% Enterprise App Modernization +1
    20% Mobile App Development

    Focus Areas

    15% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +4
    15% Computer Vision
    15% Machine Learning
    15% Natural Language Processing
    10% Voice and Speech Recognition

    Software development company Xamun was founded in 2015. The small team provides Custom Software Development and Artificial Intelligence.

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  • Argenti Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49
    Sydney, Australia

    Services provided

    10% AI Consulting
    10% Application Management & Support
    10% BI & Big Data Consulting & SI +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% Generative AI
    10% IT Managed Services
    10% IT Strategy Consulting

    Focus Areas

    15% AI Recommendation Systems
    40% Machine Learning
    20% Chatbots & Conversational AI +2
    15% Cognitive Computing
    10% Natural Language Processing

    Argenti, an IT strategy consulting company, was launched in 2010. They focuses on IT strategy consulting and BI & big data consulting & SI.

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  • Lazuardy Logotype

    Lazuardy

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

    10% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +3
    20% IoT Development
    20% UX/UI Design
    10% Web Design

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Robotics +1
    25% Voice and Speech Recognition

    Established in 2024, Lazuardy is a small UX agency. Their services include UX/UI Design and cloud consulting & SI.

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  • ApolloRise Tech Logotype

    5.0 1 review
    $25,000+
    $50 - $99 / hr
    2 - 9
    Orlando, FL

    Services provided

    25% AI Development
    25% E-Commerce Development
    25% Web Design +1
    25% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Natural Language Processing +3
    15% Robotics
    10% Cognitive Computing
    5% Machine Learning

    ApolloRise Tech specializes in Artificial Intelligence Development and comprehensive IT solutions, including website and tool development. Their reviews highlight exceptional professionalism, technical expertise, and proactive customer service. Clients commend their innovative approach and ability to deliver high-quality, market-leading solutions swiftly, enhancing digital presence and achieving notable results, such as SOC 2 Type 1 certification.

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  • Solvrz Logotype

    Solvrz

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    15% Mobile App Development +6
    10% AI Consulting
    10% Generative AI
    10% Web Development
    7% Blockchain
    5% E-Commerce Development
    3% IT Strategy Consulting

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Computer Vision +3
    10% Cognitive Computing
    10% Machine Learning
    10% Natural Language Processing

    Solvrz is a custom software development firm based in Dhaka, Bangladesh. Their services include Custom Software Development and Artificial Intelligence.

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  • Parijat Software Inc Logotype

    Parijat Software Inc

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    30% Custom Software Development
    30% Web Development
    20% API Development +1
    20% Generative AI

    Focus Areas

    30% AI Recommendation Systems
    35% Chatbots & Conversational AI
    35% Cognitive Computing

    In London, Canada, Parijat Software Inc is a small software development firm. The team provides Custom Software Development and Web Development.

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  • Futino Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    25% Web Development
    20% Mobile App Development +3
    15% Generative AI
    15% Low/No Code Development
    10% Custom Software Development

    Focus Areas

    20% AI Recommendation Systems
    25% Machine Learning
    25% Natural Language Processing +2
    20% Chatbots & Conversational AI
    10% Voice and Speech Recognition

    Futino, a web development firm, was founded in 2023. The firm offers Web Development and Mobile App Development.

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  • Fiive AB Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Custom Software Development
    25% DevOps Managed Services +1
    25% IT Strategy Consulting

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Machine Learning +1
    25% Natural Language Processing

    Fiive AB is an IT strategy consulting company. Based in Göteborg, Sweden, their team offers IT strategy consulting and Custom Software Development.

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  • Hit Autopilot Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Diego, CA

    Services provided

    20% AI Development
    50% CRM Consulting and SI
    10% Custom Software Development +2
    10% Low/No Code Development
    10% Web Design

    Focus Areas

    30% AI Recommendation Systems
    40% Chatbots & Conversational AI
    15% Machine Learning +1
    15% Natural Language Processing

    Hit Autopilot is a CRM consulting and SI company. They offer CRM consulting and SI and Custom Software Development and are headquartered in San Diego, California.

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  • DevQuantics Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Islamabad, Pakistan

    Services provided

    10% AI Development
    25% Custom Software Development
    20% Generative AI +4
    15% Web Development
    10% E-Commerce Development
    10% Mobile App Development
    10% UX/UI Design

    Focus Areas

    20% AI Recommendation Systems
    35% Chatbots & Conversational AI
    20% Voice and Speech Recognition +3
    15% Machine Learning
    5% Cognitive Computing
    5% Natural Language Processing

    DevQuantics is a custom software development company. They are headquartered in Islamabad, Pakistan, and their services include Custom Software Development and Generative AI.

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  • Nexpravah Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Surat, India

    Services provided

    40% AI Development
    20% Cloud Consulting & SI
    20% Mobile App Development +1
    20% Web Development

    Focus Areas

    10% AI Recommendation Systems
    40% Chatbots & Conversational AI
    25% Computer Vision +2
    15% Natural Language Processing
    10% Machine Learning

    Nexpravah is a small AI company. Established in 2020, the team focuses on Artificial Intelligence and cloud consulting & SI.

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  • Solon Labs GmbH Logotype

    Solon Labs GmbH

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AI Consulting
    20% BI & Big Data Consulting & SI +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    10% AI Recommendation Systems
    45% Machine Learning
    25% Chatbots & Conversational AI +2
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Solon Labs GmbH is a data analytics company. They specialize in BI & big data consulting & SI and Web Development and are in Wien, Austria.

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  • UQA Softs Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Mobile App Development +4
    20% Web Development
    10% Graphic Design
    5% Search Engine Optimization
    5% Social Media Marketing

    Focus Areas

    30% AI Recommendation Systems
    50% Chatbots & Conversational AI
    10% Cognitive Computing +1
    10% Machine Learning

    UQA Softs, a website development firm, was launched in 2025. The small team offers Web Development and Mobile App Development.

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  • Axion Pulse Logotype

    Axion Pulse

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +2
    20% IT Staff Augmentation
    20% Robotics Process Automation

    Focus Areas

    30% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Machine Learning +1
    10% Voice and Speech Recognition

    Axion Pulse is a big data company. The small Bengaluru, India-based team specializes in BI & big data consulting & SI and IT staff augmentation. The firm was founded in 2024.

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

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

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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 Empat
2 Zallpy Digital
3 Valletta.Software: AI-Care
4 Netguru
5 Excellent Webworld
6 OTAKOYI
7 Cody Solutions
8 Quytech
9 Simform
10 Cleveroad
11 DATAFOREST
12 EB Pearls
13 DigitalSuits
14 Neoteric
15 ZONE3000

List of the Top 15 Recommendation System Services

  1. Empat Logotype

    Empat

    $10,000+
    $25 - $49 / hr
    250 - 999
    San Francisco, CA

    Ability to deliver

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

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  2. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  3. Valletta.Software: AI-Care Logotype

    Valletta.Software: AI-Care

    $25,000+
    $50 - $99 / hr
    250 - 999
    San Ġiljan, Malta

    Ability to deliver

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

    Service focus

    25% AI Development
    30% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  4. Netguru Logotype

    Netguru

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

    Ability to deliver

    39.8/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  5. Excellent Webworld Logotype

    Excellent Webworld

    $25,000+
    $25 - $49 / hr
    250 - 999
    Bloomington, MN

    Ability to deliver

    36.4/40.0
    16.6/20 Reviews
    9.9/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    45% AI Development
    35% AI Recommendation Systems
    55% Other
    View Profile Visit Website
  6. OTAKOYI Logotype

    OTAKOYI

    $50,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Ability to deliver

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

    Service focus

    15% AI Development
    50% AI Recommendation Systems
    10% Generative AI
    75% Other
    View Profile Visit Website
  7. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    36.8/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    15% AI Consulting
    70% Other
    View Profile Visit Website
  8. Quytech Logotype

    Quytech

    $25,000+
    < $25 / hr
    250 - 999
    Gurugram, India

    Ability to deliver

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

    Service focus

    40% AI Development
    15% AI Recommendation Systems
    10% Generative AI
    50% Other
    View Profile Visit Website
  9. Simform Logotype

    Simform

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Ability to deliver

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

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  10. Cleveroad Logotype

    Cleveroad

    $10,000+
    $25 - $49 / hr
    250 - 999
    New York, NY

    Ability to deliver

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

    Service focus

    10% AI Development
    30% AI Recommendation Systems
    1% AI Consulting
    5% Generative AI
    84% Other
    View Profile Visit Website
  11. DATAFOREST Logotype

    DATAFOREST

    $10,000+
    $50 - $99 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

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

    Service focus

    30% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    5% Generative AI
    55% Other
    View Profile Visit Website
  12. EB Pearls Logotype

    EB Pearls

    $5,000+
    $25 - $49 / hr
    250 - 999
    Surry Hills, Australia

    Ability to deliver

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

    Service focus

    25% AI Development
    20% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  13. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    50% AI Development
    25% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  15. ZONE3000 Logotype

    ZONE3000

    Undisclosed
    Undisclosed
    1,000 - 9,999
    London, England

    Ability to deliver

    35/40.0
    18.2/20 Reviews
    9.6/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    35% AI Development
    25% AI Recommendation Systems
    65% Other
    View Profile Visit Website
  16. Incrementors Logotype

    Incrementors

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

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    9.9/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    10% Generative AI
    70% Other
    View Profile Visit Website
  17. tkxel Logotype

    tkxel

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

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    25% AI Development
    12% AI Recommendation Systems
    25% AI Consulting
    15% Generative AI
    35% Other
    View Profile Visit Website
  18. 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

    70% AI Development
    15% AI Recommendation Systems
    30% Other
    View Profile Visit Website
  20. 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
    20% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  21. Oxagile Logotype

    Oxagile

    Undisclosed
    Undisclosed
    250 - 999
    New York, NY

    Ability to deliver

    34.9/40.0
    18.4/20 Reviews
    9.3/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    20% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website
  22. Rootquotient Logotype

    Rootquotient

    $10,000+
    $50 - $99 / hr
    50 - 249
    Toronto, Canada

    Ability to deliver

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

    Service focus

    45% AI Development
    15% AI Recommendation Systems
    55% Other
    View Profile Visit Website
  23. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

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

    Ability to deliver

    39.4/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    25% AI Consulting
    25% Generative AI
    20% Other
    View Profile Visit Website
  24. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    Malmö, Sweden

    Ability to deliver

    36.7/40.0
    16.8/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    31% AI Development
    15% AI Recommendation Systems
    69% Other
    View Profile Visit Website
  25. Intuz Logotype

    Intuz

    $10,000+
    $25 - $49 / hr
    50 - 249
    San Ramon, CA

    Ability to deliver

    38/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    60% AI Development
    20% AI Recommendation Systems
    40% Other
    View Profile Visit Website
  26. The NineHertz Logotype

    The NineHertz

    $25,000+
    $50 - $99 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    39.2/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    70% Other
    View Profile Visit Website
  27. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    10% AI Development
    10% AI Recommendation Systems
    10% AI Consulting
    40% Generative AI
    40% Other
    View Profile Visit Website
  28. Emerline Logotype

    Emerline

    $25,000+
    $50 - $99 / hr
    250 - 999
    Miami, FL

    Ability to deliver

    37.2/40.0
    17.8/20 Reviews
    9.7/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    20% AI Recommendation Systems
    5% AI Consulting
    5% Generative AI
    70% Other
    View Profile Visit Website
  29. CodeNinja Logotype

    CodeNinja

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

    Ability to deliver

    38.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.4/10 Market Presence

    Service focus

    50% AI Development
    10% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  30. Old.St Labs Logotype

    Old.St Labs

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

    Ability to deliver

    37.7/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    20% AI Development
    50% AI Recommendation Systems
    80% Other
    View Profile Visit Website

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