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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: June 7, 2026
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15 Leaders 15 Contenders

3,456 Companies

List of the Top Recommendation System Services

  • Nine FG Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Levallois-Perret, France

    Services provided

    15% AI Development
    30% Mobile App Development
    30% Web Development +2
    15% UX/UI Design
    10% Business Consulting

    Focus Areas

    50% AI Recommendation Systems
    50% Chatbots & Conversational AI

    Nine FG is an application development firm. Based in Levallois-Perret, France, the company was established in 2025. Their team specializes in Mobile App Development and Web Development.

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  • MarketingSprint.io Logotype

    MarketingSprint.io

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    15% AI Agents
    15% Content Marketing +2
    15% Digital Strategy
    15% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    70% Chatbots & Conversational AI
    15% Machine Learning +1
    5% Voice and Speech Recognition

    MarketingSprint.io is an AI Consulting company. The team focuses on AI Consulting and AI Agents, and the company is headquartered in Cheyenne, Wyoming.

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  • O2Devs Logotype

    O2Devs

    Not yet reviewed

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

    Services provided

    35% AI Development
    25% AI Agents
    15% Custom Software Development +2
    15% Generative AI
    10% Web Design

    Focus Areas

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

    O2Devs is an AI company. The Riyadh, Saudi Arabia-based company was launched in 2025. Their team offers Artificial Intelligence and AI Agents.

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  • PebbleRoad Pte Ltd Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    20% Content Writing Services
    20% Low/No Code Development +3
    20% UX/UI Design
    15% AI Consulting
    10% Digital Strategy

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Natural Language Processing +4
    10% Cognitive Computing
    10% Computer Vision
    10% Machine Learning
    10% Voice and Speech Recognition

    PebbleRoad Pte Ltd is an UX design agency. Established in 2004, the company is headquartered in Singapore. Their team provides UX/UI Design and IT managed services.

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  • Netlife Design Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49
    Oslo, Norway

    Services provided

    20% Product Design
    20% Web Development
    15% UX/UI Design +4
    15% Web Design
    10% Digital Strategy
    10% E-Commerce Development
    10% Generative AI

    Focus Areas

    30% AI Recommendation Systems
    40% Chatbots & Conversational AI
    30% Machine Learning

    Netlife Design is an Oslo, Norway-based Product Design company. The team focuses on Product Design and Web Development.

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  • Techmarket Logotype

    Not yet reviewed

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

    Services provided

    15% CRM Consulting and SI
    15% Cybersecurity
    15% IT Managed Services +8
    10% Call Center Services
    10% Generative AI
    10% Unified Communications Consulting & SI
    5% AI Agents
    5% API Development
    5% Application Management & Support
    5% Custom Software Development
    5% Customer Service Outsourcing

    Focus Areas

    10% AI Recommendation Systems
    75% Chatbots & Conversational AI
    15% Voice and Speech Recognition

    Based in Lagos, Nigeria and Abuja, Nigeria, Techmarket is a CRM consulting and SI company. Founded in 2008, the team focuses on CRM consulting and SI and Cybersecurity.

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  • SpireDesk Logotype

    SpireDesk

    Not yet reviewed

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

    Services provided

    10% AI Development
    30% Custom Software Development
    20% Web Development +7
    10% Enterprise App Modernization
    5% Blockchain
    5% IT Staff Augmentation
    5% IoT Development
    5% Mobile App Development
    5% Product Design
    5% Web Design

    Focus Areas

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

    Software development firm SpireDesk was launched in 2023. In Austin, Texas, the team offers Custom Software Development and Web Development.

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  • Duality Studio Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Content Marketing
    10% Custom Software Development +7
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    25% AI Recommendation Systems
    35% Machine Learning
    30% Cognitive Computing +1
    10% Chatbots & Conversational AI

    Duality Studio is a small social media marketing company established in 2015. Their team provides Social Media Marketing and Content Marketing.

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  • Eli5 Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    Amsterdam, Netherlands

    Services provided

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

    Focus Areas

    25% AI Recommendation Systems
    25% Machine Learning
    25% Natural Language Processing +1
    25% Voice and Speech Recognition

    Eli5 is a custom software development firm. They are headquartered in Amsterdam, Netherlands. Their team offers Custom Software Development and Product Design.

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  • Fineteklabs Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Nairobi, Kenya

    Services provided

    10% AI Development
    12% Low/No Code Development
    10% Custom Software Development +15
    10% Web Development
    5% AI Consulting
    5% AR/VR Development
    5% Application Testing
    5% Content Marketing
    5% Cybersecurity
    5% Digital Strategy
    5% E-Commerce Development
    5% IT Strategy Consulting
    5% IoT Development
    5% Product Design
    5% Social Media Marketing
    1% Mobile App Development
    1% UX/UI Design
    1% Web Design

    Focus Areas

    30% AI Recommendation Systems
    30% Machine Learning
    25% Natural Language Processing +2
    10% Computer Vision
    5% Chatbots & Conversational AI

    Software development firm Fineteklabs is headquartered in Nairobi, Kenya. The team offers Custom Software Development and Web Development.

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  • Alpha Analytics Services Private Limited Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    50% Market Research
    15% Generative AI +2
    15% IT Managed Services
    10% Marketing Strategy

    Focus Areas

    20% AI Recommendation Systems
    50% Machine Learning
    30% Natural Language Processing

    Alpha Analytics Services Private Limited is a Pune, India-based Market Research company. The team specializes in Market Research and IT managed services.

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  • FIREWORKS SOLUTIONS SDN BHD Logotype

    FIREWORKS SOLUTIONS SDN BHD

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AR/VR Development
    20% Blockchain +2
    20% Custom Software Development
    20% Marketing Strategy

    Focus Areas

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

    Founded in 2003, FIREWORKS SOLUTIONS SDN BHD is a Marketing Strategy company. The company specializes in Marketing Strategy and Custom Software Development.

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  • EasyWayIT Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    St. Petersburg, FL

    Services provided

    20% AI Development
    25% IT Managed Services
    15% Cybersecurity +5
    10% AI Agents
    10% Cloud Consulting & SI
    10% Custom Software Development
    5% AI Consulting
    5% IT Strategy Consulting

    Focus Areas

    30% AI Recommendation Systems
    35% Chatbots & Conversational AI
    20% Natural Language Processing +1
    15% Voice and Speech Recognition

    IT managed services company EasyWayIT provides IT managed services and Artificial Intelligence. They are headquartered in St. Petersburg, Florida.

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  • Beanstalk Consulting Logotype

    Beanstalk Consulting

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    20% Email Marketing
    10% AI Consulting
    10% Account-Based Marketing +6
    10% Advertising
    10% Business Consulting
    10% CRM Consulting and SI
    10% Content Marketing
    10% Demand Generation Marketing
    10% Sales Outsourcing

    Focus Areas

    45% AI Recommendation Systems
    55% Chatbots & Conversational AI

    Beanstalk Consulting is an Email Marketing company. They are in St. Petersburg, Florida, and their services include Email Marketing and Advertising.

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  • Neural Brothers Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Application Management & Support
    25% Custom Software Development +1
    25% Search Engine Optimization

    Focus Areas

    30% AI Recommendation Systems
    40% Machine Learning
    30% Natural Language Processing

    Neural Brothers is a small Sofia, Bulgaria-based SEO agency. The team offers Search Engine Optimization and Custom Software Development.

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  • Shaw Info Solutions Logotype

    Shaw Info Solutions

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49

    Services provided

    40% AI Development
    25% Web Development
    20% Mobile App Development +1
    15% Custom Software Development

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    20% Machine Learning +1
    20% Natural Language Processing

    Based in Mumbai, India, Shaw Info Solutions is an AI firm. They provide Artificial Intelligence and Web Development and were launched in 2019.

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  • talkAItive Logotype

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    10 - 49
    Toronto, Canada

    Services provided

    25% Content Marketing
    20% Email Marketing
    20% Generative AI +2
    20% Social Media Marketing
    15% AI Consulting

    Focus Areas

    15% AI Recommendation Systems
    30% Natural Language Processing
    20% Voice and Speech Recognition +4
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Machine Learning
    5% Computer Vision

    TalkAItive is a Content Marketing company. Located in Toronto, Canada, the agency specializes in Content Marketing and Social Media Marketing.

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  • Cloudmate Technologies LLP Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    10% AI Agents
    10% Cloud Consulting & SI +8
    10% Generative AI
    10% IT Staff Augmentation
    10% Microservices Architecture Services
    10% Web Development
    5% Custom Software Development
    5% Enterprise App Modernization
    5% IT Strategy Consulting
    5% Low/No Code Development

    Focus Areas

    20% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Voice and Speech Recognition +2
    15% Machine Learning
    15% Natural Language Processing

    Established in 2019, Cloudmate Technologies LLP is an AI Consulting company. The team offers AI Consulting and Web Development.

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  • The AI Agency Logotype

    The AI Agency

    Not yet reviewed

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

    Services provided

    25% AI Development
    15% Email Marketing
    15% Pay Per Click +3
    15% Search Engine Optimization
    15% Social Media Marketing
    15% Web Design

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    25% Natural Language Processing

    The AI Agency is an artificial intelligence development company. They are located in Sheridan, Wyoming, and their services include Artificial Intelligence and Social Media Marketing.

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  • HKS Tech Labs Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    30% Custom Software Development
    15% API Development +3
    15% E-Commerce Development
    10% Low/No Code Development
    10% Web Design

    Focus Areas

    30% AI Recommendation Systems
    60% Chatbots & Conversational AI
    10% Machine Learning

    HKS Tech Labs, a custom software development company, was launched in 2016. The team offers Custom Software Development and Artificial Intelligence.

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  • KeytechX Logotype

    KeytechX

    Not yet reviewed

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

    Services provided

    20% AI Development
    50% Custom Software Development
    15% Generative AI +1
    15% IT Staff Augmentation

    Focus Areas

    15% AI Recommendation Systems
    60% Computer Vision
    25% Chatbots & Conversational AI

    KeytechX is a custom software development firm based in Singapore and Shibuya, Japan. They focus on Custom Software Development and Artificial Intelligence and were launched in 2024.

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  • White Box Data Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    San Jose, CA

    Services provided

    50% BI & Big Data Consulting & SI
    30% AI Consulting
    20% Cloud Consulting & SI

    Focus Areas

    20% AI Recommendation Systems
    50% Machine Learning
    30% Chatbots & Conversational AI

    White Box Data is a big data company. Launched in 2023, the team provides BI & big data consulting & SI and AI Consulting. The firm is based in San Jose, California and Charlotte, North Carolina.

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  • Next XR Group Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    30% AR/VR Development
    10% Low/No Code Development +6
    10% Mobile App Development
    10% Web Development
    5% AI Consulting
    5% Generative AI
    5% IoT Development
    5% Wearable App Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +3
    20% Natural Language Processing
    10% Computer Vision
    10% Voice and Speech Recognition

    Next XR Group is a Narre Warren, Australia-based AR/VR development company. Founded in 2021, the team offers AR/VR development and Artificial Intelligence.

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  • Inneraktive Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    20% AI Development
    20% Low/No Code Development
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    30% AI Recommendation Systems
    70% Chatbots & Conversational AI

    Inneraktive is an UX design company. Located in Dubai, United Arab Emirates, the agency provides UX/UI Design and Mobile App Development.

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  • Sm Softwares Logotype

    Sm Softwares

    Not yet reviewed

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

    Services provided

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

    Focus Areas

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

    In Pune, India, Sm Softwares is a custom software development firm. They offer Custom Software Development and Web Development and were established in 2016.

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  • Teksolto Software Pvt. Ltd Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    30% Custom Software Development
    20% IT Staff Augmentation +2
    20% Web Development
    10% Mobile App Development

    Focus Areas

    30% AI Recommendation Systems
    30% Natural Language Processing
    20% Chatbots & Conversational AI +1
    20% Machine Learning

    Teksolto Software Pvt. Ltd, a small custom software development company, is based in Pune, India. Their services include Custom Software Development and IT staff augmentation.

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  • AxxonSys Logotype

    AxxonSys

    4.5 1 review
    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    40% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2
    10% Mobile App Development
    10% Web Development

    Focus Areas

    15% AI Recommendation Systems
    30% Machine Learning
    25% Computer Vision +3
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Natural Language Processing

    AxxonSys specializes in data integration, financial, sales, and expense dashboards for retail products. Reviewers commend AxxonSys for their professionalism, project planning, and timely delivery. The firm's ability to deliver measurable outcomes such as revenue increase, improved profit margins, and cost savings is highly appreciated.

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  • theCTO Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% AI Consulting
    20% Cloud Consulting & SI +5
    20% Custom Software Development
    15% BI & Big Data Consulting & SI
    5% Generative AI
    5% IT Strategy Consulting
    5% Microservices Architecture Services

    Focus Areas

    20% AI Recommendation Systems
    55% Chatbots & Conversational AI
    25% Natural Language Processing

    Cloud consulting & SI company theCTO was launched in 2016. The agency focuses on cloud consulting & SI and Custom Software Development, and is small.

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  • GLOBAL NETWORK EUROPE Logotype

    Not yet reviewed

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

    Services provided

    40% Custom Software Development
    40% Generative AI
    20% IT Staff Augmentation

    Focus Areas

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

    Established in 2000, GLOBAL NETWORK EUROPE is a software development firm. The small team focuses on Custom Software Development and Generative AI.

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  • Webrange Solutions Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    10% AI Consulting
    10% Branding +6
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Generative AI
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

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

    Web development company Webrange Solutions was founded in 2022. The agency provides Web Development and Artificial Intelligence.

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  • Toil Labs Logotype

    Toil Labs

    Not yet reviewed

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

    Services provided

    20% AI Development
    25% Blockchain
    25% Web Development +2
    20% Generative AI
    10% Mobile App Development

    Focus Areas

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

    Toil Labs is a website development company. Their team is in Lucknow, India. The agency focuses on Web Development and Blockchain.

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  • Palomar Group LLC Logotype

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% AI Agents
    30% BI & Big Data Consulting & SI +1
    10% AI Consulting

    Focus Areas

    15% AI Recommendation Systems
    45% Computer Vision
    20% Natural Language Processing +2
    10% Chatbots & Conversational AI
    10% Machine Learning

    Palomar Group LLC, a small AI firm, is located in Washington, District of Columbia. Their services include Artificial Intelligence and AI Agents.

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  • Starfii Technology Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    25% Custom Software Development
    25% Mobile App Development +4
    25% Web Development
    5% API Development
    5% E-Commerce Development
    5% Generative AI

    Focus Areas

    40% AI Recommendation Systems
    40% Chatbots & Conversational AI
    10% Cognitive Computing +2
    5% Machine Learning
    5% Natural Language Processing

    Starfii Technology is a custom software development company launched in 2022. The firm provides Custom Software Development and Web Development, and is small.

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  • Axia Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Cybersecurity +2
    20% DevOps Managed Services
    20% Digital Engineering

    Focus Areas

    35% AI Recommendation Systems
    35% Chatbots & Conversational AI
    30% Robotics

    Launched in 2023, Axia is a Cybersecurity company. The team provides Cybersecurity and Custom Software Development.

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  • iNTEL-CS Logotype

    iNTEL-CS

    Not yet reviewed

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

    Services provided

    10% AI Development
    35% Cloud Consulting & SI
    25% Generative AI +2
    20% IT Managed Services
    10% IT Strategy Consulting

    Focus Areas

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

    INTEL-CS is a cloud consulting & SI company. They specialize in cloud consulting & SI and Generative AI and were established in 2023. The firm is headquartered in Dubai, United Arab Emirates.

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  • Frisson Devhub Logotype

    Frisson Devhub

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

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

    Focus Areas

    35% AI Recommendation Systems
    35% Chatbots & Conversational AI
    30% Machine Learning

    Frisson Devhub is a software development firm founded in 2021. The team offers Custom Software Development and Web Development.

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  • Trilogy BPO Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Cape Town, South Africa

    Services provided

    10% AI Development
    50% Call Center Services
    10% AI Agents +3
    10% AI Consulting
    10% Business Consulting
    10% Generative AI

    Focus Areas

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

    Telephone answering service Trilogy BPO is based in Cape Town, South Africa. Founded in 2024, the team provides Call Center Services and Artificial Intelligence.

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  • 1World Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% AI Agents
    10% AI Consulting +13
    10% Generative AI
    5% Back Office Outsourcing
    5% Business Consulting
    5% CRM Consulting and SI
    5% Call Center Services
    5% Corporate Training & Coaching
    5% Customer Service Outsourcing
    5% Finance & Accounting Outsourcing (FAO)
    5% HR Outsourcing
    5% IT Managed Services
    5% IT Strategy Consulting
    5% Public Relations
    5% Sales Outsourcing

    Focus Areas

    25% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +4
    15% Machine Learning
    10% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition

    1World is an AI Consulting company founded in 2024. Their services include AI Consulting and Generative AI.

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  • opengate Logotype

    opengate

    Not yet reviewed

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

    Services provided

    25% AI Development
    20% Custom Software Development
    15% Business Consulting +3
    15% Generative AI
    15% Web Development
    10% IT Strategy Consulting

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Natural Language Processing +2
    20% Machine Learning
    10% Computer Vision

    Opengate is a small AI company founded in 2019. Their services include Artificial Intelligence and Custom Software Development.

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  • SAPPHIRE SOFTWARE SOLUTIONS Logotype

    4.9 326 reviews
    $10,000+
    < $25 / hr
    250 - 999
    Coral Springs, FL

    Services provided

    25% AI Development
    30% Mobile App Development
    10% Custom Software Development +4
    10% IT Staff Augmentation
    10% Search Engine Optimization
    10% Web Development
    5% E-Commerce Development

    Focus Areas

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

    SAPPHIRE SOFTWARE SOLUTIONS is an AI and software development company specializing in integrated digital solutions, including AI-powered academic management and communication systems. Approximately 90% of reviewers highlight their proficiency in delivering efficient systems that enhance communication and streamline processes. Clients praise their professional project management and responsiveness, while some suggest expanding customization options to meet diverse institutional needs.

    See all 326 projects

    Reviews mention Dedicated

    Clients frequently commend Sapphire Software Solutions for their dedication to delivering high-quality software tailored to specific needs. One client noted, 'Workers at Sapphire are dedicated to their jobs and demonstrate cutting-edge talent via their dedication to the product.' Another remarked on their impressive professionalism and commitment, stating, 'They're dedicated to their profession and display up-to-date abilities.' Overall, the sentiment reflects strong appreciation for the team's dedication and effective communication throughout the project.
    • Mobile App & Web Dev for Educational Institute
      5.0 Nov 3, 2023

      Sapphire Software Solutions impressed us with their unwavering commitment to excellence. They have a highly skilled team of professionals who are dedicated to delivering results that consistently exceeded our expectations. What truly sets them apart in the industry is their proactive approach, meticulous attention to detail, and innovative problem-solving.

      Read Full Review
    • Custom Software Dev for Online Payment Gateway Company
      5.0 Apr 27, 2022

      They are dedicated to their professions and have exemplified cutting-edge talents throughout the workflow. Our company had a clear agenda, and sapphire came through with a solution that exceeded our expectations while staying within our project cost and meeting our timeframe.

      Read Full Review
    • Custom Software Dev for School
      5.0 Apr 7, 2023

      Workers at Sapphire are dedicated to their jobs and demonstrate cutting-edge talent via their dedication to the product.

      Read Full Review
    Read All Reviews
    10 of 13 reviews are 5 stars
    7 new reviews for AI Development services
    $10,000 – $49,000 avg. project cost

    Reviewed 13 times in the past 6 months

    In the past six months, clients have expressed high satisfaction with Sapphire Software Solutions, highlighting their professionalism, timely delivery, and effective project management. Clients from various educational institutions praised the seamless integration of systems, such as transport management and student records, which enhanced operational efficiency and communication. Specific positive feedback included improved accuracy in fee collection and academic records. Suggestions for improvement focused on additional customization options and advanced reporting features to further enhance usability.
    Read 13 Recent Reviews

    Industry Experience

    Sapphire Software Solutions has received positive feedback from a diverse range of clients across various industries, particularly in Education, where they excel in developing customized management systems and software integrations. Their expertise in fee management, attendance tracking, and communication enhancements has led to significant efficiency improvements in educational institutions. In the Information Technology sector, clients appreciate their prompt project management and technical support. Overall, their commitment to customer satisfaction, timely delivery, and innovative solutions makes them a strong choice for clients in Education, IT, and related fields.

    Read All Reviews

    Select Industry to see insights

    eCommerce Arts, entertainment & music Manufacturing Automotive Consumer Products Chemicals & Biotechnology Real estate Software Social Networking Wellness & Fitness Other industries Pharmaceuticals Government IT Services Healthcare Financial services Food & Beverages Telecommunications Consulting Media Advertising & marketing Nonprofit Energy & natural resources Transportation Hospitality & leisure Other Industry Medical Retail Information technology Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (100) $50,000 to $199,999 (12) $200,000 to $999,999 (6) Less than $10,000 (1)

    What Clients Have Said

    Clients have consistently praised Sapphire Software Solutions for offering high-quality services at competitive prices. Many reviews highlight that the company's pricing fits within budget constraints while delivering substantial value. For instance, one client noted that Sapphire's solution exceeded expectations while remaining cost-effective. Overall, feedback indicates a strong sentiment of satisfaction regarding the cost-to-value ratio, with clients appreciating the efficient project management and timely delivery of services.
    Read All Reviews
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  • StartGrowScale.Ai Logotype

    Not yet reviewed

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

    Services provided

    30% AI Development
    35% Digital Strategy
    35% Social Media Marketing

    Focus Areas

    34% AI Recommendation Systems
    33% Chatbots & Conversational AI
    33% Voice and Speech Recognition

    Launched in 2023, StartGrowScale.Ai is a small Digital Strategy company. Their team offers Digital Strategy and Social Media Marketing.

    Read more
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  • Teknotize Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    15% E-Commerce Development
    15% Mobile App Development +6
    10% AR/VR Development
    10% Blockchain
    10% Custom Software Development
    10% Low/No Code Development
    10% Web Design
    10% Web 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

    Teknotize is a custom software development company founded in 2022. The team focuses on Custom Software Development and Web Development.

    Read more
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  • Printf Technologies Logotype

    Printf Technologies

    Not yet reviewed

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

    Services provided

    10% AI Development
    15% API Development
    15% Custom Software Development +5
    15% Mobile App Development
    15% Web Development
    10% Cloud Consulting & SI
    10% DevOps Managed Services
    10% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +3
    20% Natural Language Processing
    20% Voice and Speech Recognition
    10% Computer Vision

    Printf Technologies is a software development firm launched in 2016. The firm offers Custom Software Development and Web Development.

    Read more
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  • MRC Software Development Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    250 - 999
    Bahçelievler, Türkiye

    Services provided

    10% AI Development
    25% Custom Software Development
    25% Web Development +3
    20% Search Engine Optimization
    10% Low/No Code Development
    10% Mobile App Development

    Focus Areas

    20% AI Recommendation Systems
    25% Machine Learning
    20% Natural Language Processing +2
    20% Robotics
    15% Computer Vision

    MRC Software Development is a custom software development firm. The company is headquartered in Bahçelievler, Türkiye. Their team provides Custom Software Development and Web Development.

    Read more

    More responsive than most other service providers

    MRC Software Development is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile
  • Gibraltar Solutions Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

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

    In Mississauga, Canada, Gibraltar Solutions is an IT strategy consulting company. Founded in 1996, the team focuses on IT strategy consulting and cloud consulting & SI.

    Read more
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  • Digital Souls Studios Logotype

    Digital Souls Studios

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Search Engine Optimization +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    35% Chatbots & Conversational AI
    25% Voice and Speech Recognition +2
    10% Cognitive Computing
    10% Computer Vision

    Digital Souls Studios is a SEO services firm launched in 2024. The small team focuses on Search Engine Optimization and UX/UI Design.

    Read more
    View Profile
  • Integrinn Logotype

    Integrinn

    5.0 1 review
    $50,000+
    $100 - $149 / hr
    50 - 249

    Services provided

    20% AI Development
    25% Custom Software Development
    25% ERP Consulting and SI +2
    20% IT Staff Augmentation
    10% Product Design

    Focus Areas

    25% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +3
    20% Natural Language Processing
    10% Voice and Speech Recognition
    5% Computer Vision

    INTEGRINN is a technology solutions partner specializing in ERP implementation and Custom Software Development. We help organizations modernize their operations, optimize performance, and accelerate

    Read more
    See all 1 projects
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  • Repsoft Global Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    35% Custom Software Development
    10% AI Agents +5
    10% AI Consulting
    10% Generative AI
    10% Mobile App Development
    10% Web Development
    5% Web Design

    Focus Areas

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

    Repsoft Global is a midsize software development company. Founded in 2020, the team offers Custom Software Development and Mobile App Development.

    Read more
    View Profile
  • Multiplai Logotype

    Multiplai

    Not yet reviewed

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

    Services provided

    10% AI Development
    30% Generative AI
    25% AI Consulting +4
    15% Business Consulting
    10% Low/No Code Development
    5% Conversion Optimization
    5% Product Marketing

    Focus Areas

    25% AI Recommendation Systems
    60% Chatbots & Conversational AI
    5% Machine Learning +2
    5% Natural Language Processing
    5% Voice and Speech Recognition

    Multiplai is a small Generative AI company. Founded in 2023, the team focuses on Generative AI and AI Consulting.

    Read more
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  • ARQNXS Logotype

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    Freelancer
    Amsterdam, Netherlands

    Services provided

    35% AI Development
    30% Custom Software Development
    25% Generative AI +1
    10% AI Consulting

    Focus Areas

    20% AI Recommendation Systems
    55% Machine Learning
    25% Chatbots & Conversational AI

    Launched in 2017, ARQNXS is an artificial intelligence company. Their services include Artificial Intelligence and Custom Software Development.

    Read more
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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.

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

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 Cody Solutions
2 Empat
3 Suffescom Solutions Inc
4 Valletta.Software: AI-Care
5 Zallpy Digital
6 Old.St Labs
7 DATAFOREST
8 OTAKOYI
9 Netguru
10 Quytech
11 Simform
12 Cleveroad
13 ZONE3000
14 tkxel
15 Incrementors

List of the Top 15 Recommendation System Services

  1. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    37.6/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    25% AI Consulting
    60% Other
    View Profile Visit Website
  2. 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
  3. Suffescom Solutions Inc Logotype

    Suffescom Solutions Inc

    $25,000+
    $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

    45% AI Development
    20% AI Recommendation Systems
    55% Other
    View Profile Visit Website
  4. 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
  5. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.7/40.0
    18.2/20 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
  6. Old.St Labs Logotype

    Old.St Labs

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

    Ability to deliver

    37.9/40.0
    19/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    40% AI Development
    50% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  7. 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

    45% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    45% Other
    View Profile Visit Website
  8. 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
  9. Netguru Logotype

    Netguru

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

    Ability to deliver

    39.4/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  10. 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
  11. 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
  12. 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
  13. ZONE3000 Logotype

    ZONE3000

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    35.2/40.0
    18/20 Reviews
    9.7/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

    35% AI Development
    25% AI Recommendation Systems
    65% Other
    View Profile Visit Website
  14. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    25% AI Development
    10% AI Recommendation Systems
    20% AI Consulting
    15% Generative AI
    40% Other
    View Profile Visit Website
  15. 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
  16. 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
  18. EB Pearls Logotype

    EB Pearls

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

    Ability to deliver

    38.8/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    25% AI Development
    20% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  19. 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
  20. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    Ability to deliver

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

    Service focus

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

    DigitalSuits

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

    Ability to deliver

    38.3/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    25% AI Recommendation Systems
    5% Generative AI
    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

    39.6/40.0
    20/20 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. Chromedia, Inc. Logotype

    Chromedia, Inc.

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

    Ability to deliver

    35.3/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

    30% AI Development
    40% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  25. Excellent Webworld Logotype

    Excellent Webworld

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

    Ability to deliver

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

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    5% AI Consulting
    80% Other
    View Profile Visit Website
  26. Emerline Logotype

    Emerline

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

    Ability to deliver

    37/40.0
    17.6/20 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
  27. AgileEngine Logotype

    AgileEngine

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

    Ability to deliver

    39/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    15% AI Development
    15% AI Recommendation Systems
    85% Other
    View Profile Visit Website
  28. N-iX Logotype

    N-iX

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

    Ability to deliver

    36.3/40.0
    16.4/20 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
  29. 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

    40% AI Development
    10% AI Recommendation Systems
    10% AI Consulting
    10% Generative AI
    40% Other
    View Profile Visit Website
  30. Capital Numbers Logotype

    Capital Numbers

    $5,000+
    $25 - $49 / hr
    250 - 999
    Kolkata, India

    Ability to deliver

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

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website

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