Rankings Updated : January, 2026

Top Machine Learning App Development Companies

Rankings Updated : January, 2026

4.9 (Average Rating)
How do we feature companies?

Every entrepreneur hits that point where they have a killer app idea, but it needs machine learning to actually work. Maybe it's personalized recommendations, smart automation, or predictive analytics. Whatever it is, you know you can't build it alone. The problem? Finding machine learning app development companies that won't just take your money and disappear into the void.

List of the Top Machine Learning App Development Companies

400 Companies

Yalantis

Software engineering and IT consulting
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About

Yalantis is a renowned software development company specializing in custom web and mobile applications. Leveraging cutting-edge technologies and innovative design, Yalantis delivers high-performance, user-centric digital solutions. Catering to s... [View Yalantis profile ]

Service Line
30% Artificial Intelligence 30% Custom Software Development 10% IoT Development 10% Mobile App Development 10% BI & Big Data Consulting & SI 10% IT Staff Augmentation
  • 30% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 30% AI Consulting 15% Generative AI 10% Chatbots 10% Cognitive Computing 10% Natural Language Processing 10% Robotics
  • 15% Machine Learning
201-300
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Warsaw, Poland
Company Location

Aimprosoft

AI Consultancy & Tech Services
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About

Aimprosoft is an AI consultancy and technology transformation partner helping organizations navigate the complex journey to AI integration. By enabling AI-assisted software development lifecycles for clients, we empower them to deliver products ... [View Aimprosoft profile ]

Service Line
30% Artificial Intelligence 30% Custom Software Development 20% IoT Development 20% IT Staff Augmentation
  • 30% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 35% AI Consulting 35% Generative AI 15% Natural Language Processing
  • 15% Machine Learning
201-300
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Nicosia (Lefkoşa), Cyprus
Company Location

7EDGE

Software and Product Development | Dedicated Teams
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About

7EDGE is a custom software development company helping enterprises, brands, and startups analyze and identify areas of improvement and help develop a strategic roadmap in their digital journey. Our core strength lies in the development of Web &a... [View 7EDGE profile ]

Service Line
15% Artificial Intelligence 45% Custom Software Development 25% Mobile App Development 15% Web Development
  • 15% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Cognitive Computing 20% Natural Language Processing 20% Robotics 20% Generative AI
  • 20% Machine Learning
101-200
Employee Size
$25,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Bengaluru, Karnataka, India
Company Location

WeblineIndia

We Grow, When You Grow
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About

WeblineIndia is a globally recognized software, web, and mobile app development services provider, certified with ISO 9001:2015 and ISO 27001:2013. Since 1999, we have been delivering exceptional solutions to delighted clients across 25+ countri... [View WeblineIndia profile ]

Service Line
15% Artificial Intelligence 20% Custom Software Development 20% Web Development 20% Mobile App Development 15% IT Staff Augmentation 10% IT Strategy Consulting
  • 15% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 25% Chatbots 25% AI Consulting 15% Natural Language Processing 15% Robotics
  • 20% Machine Learning
101-200
Employee Size
$5,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

Pixelette Technologies

Leading the way in AI & Blockchain
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About

Pixelette Technologies is a dynamic and rapidly growing tech company focused on artificial intelligence (AI), blockchain, and other advanced technology solutions.Founded in 2018, the company delivers cutting-edge technologies to businesses world... [View Pixelette Technologies profile ]

Service Line
15% Artificial Intelligence 20% Custom Software Development 20% Web Development 20% Blockchain 15% AR/VR Development 10% UX/UI Design
  • 15% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 20% Generative AI 10% Cognitive Computing 10% AI Consulting
  • 20% Machine Learning
101-200
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
London, United Kingdom
Company Location

Your Perfect Project Partner Is
Just A Few Steps Away!

01/04

Choose Your Services & Set Your Budget

Select Services*
  • Custom Software Development
  • Web Development
  • Mobile App Development
  • AR/VR Development
  • IoT Development
  • Blockchain
  • Seo
  • Digital Marketing
  • Branding
  • Advertising
  • Social Media Marketing
  • Mobile App Design
  • UI/UX Design
  • Web Design
  • AI Development Companies
Your Budget*
  • Less than $5000
  • $5,000 - $10,000
  • $25,000 - $50,000
  • $50,000 - $100,000
  • $100,000 - $250,000
  • $250,000 - $500.000
  • $500,000 - $1,000,000
  • $1,000,000 - $5,000,000
  • $5,000,000+

Lemberg Solutions

Tech consulting & software engineering company
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About

Lemberg Solutions is a trusted tech consulting and software engineering partner operating globally. With over 15 years of market experience, the company has grown to a team of 200+ engineers with Digital, Cloud, Embedded, and Data & AI exper... [View Lemberg Solutions profile ]

Service Line
20% Artificial Intelligence 30% IoT Development 15% Custom Software Development 15% Mobile App Development 10% Web Development 5% UX/UI Design 5% E-Commerce Development
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Generative AI 15% Chatbots 15% Robotics 15% AI Consulting 15% AI Agent
  • 20% Machine Learning
51-100
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Lviv, Lvivska oblast, Ukraine
Company Location

AB Ark Private Limited

AI Driven Software Services and IT Consultancy
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About

Ab Ark is a forward-thinking company that specializes in AI Driven Software Services and IT Consultancy, dedicated to helping businesses stay ahead with the latest technological advancements.... [View AB Ark Private Limited profile ]

Service Line
20% Artificial Intelligence 10% Digital Marketing 10% Search Engine Optimization 10% UX/UI Design 10% Web Design 10% Custom Software Development 10% Web Development 10% Mobile App Development 10% IT Strategy Consulting
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 40% Chatbots 30% AI Consulting 10% Generative AI
  • 20% Machine Learning
51-100
Employee Size
$1,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Lahore, Punjab, Pakistan
Company Location

Wiz91 Technologies Pvt Ltd

Turn Your Business Into A Brand
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About

Wiz91 Technologies has been a prevailing part of the Website Development Industry and is viewed as one of the best Website Development and Mobile Development companies in India. With our commitment to excellence and innovation, we are delivering... [View Wiz91 Technologies Pvt Ltd profile ]

Service Line
5% Artificial Intelligence 10% Logo 10% Web Design 10% UX/UI Design 10% Graphic Design 5% Advertising 5% Ecommerce Marketing 5% Blockchain 5% E-Commerce Development 5% Mobile App Development 5% Web Development 5% Custom Software Development 5% Email Marketing 5% Affiliate Marketing 5% Content Marketing 5% Mobile & App Marketing 5% Social Media Marketing 5% Pay Per Click 5% Search Engine Optimization
  • 5% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% AI Consulting 25% Generative AI
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Indore, Madhya Pradesh, India
Company Location

MarcelHeap

Creativity in Our Blood Line.
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About

MarcelHeap is a premier digital agency in USA, specializing in innovative design, development, and digital marketing solutions. We empower businesses to thrive in the digital era by crafting user-centric websites, scalable applications, and data... [View MarcelHeap profile ]

Service Line
5% Artificial Intelligence 5% Ecommerce Marketing 5% E-Commerce Development 5% Mobile App Development 5% Web Development 5% Custom Software Development 5% Logo 5% Graphic Design 5% UX/UI Design 5% Web Design 5% Content Marketing 5% Advertising 5% Conversion Optimization 5% Pay Per Click 5% Digital Marketing 5% Social Media Marketing 5% Search Engine Optimization 5% Market Research 5% Marketing Strategy 5% Branding
  • 5% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% AI Consulting 25% Generative AI 20% Robotics 5% Chatbots
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Kalispell, Montana, United States
Company Location

E- Definers Technology

e-Definers Technology a dedicated website development company in Delhi
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About

Edtech is a company based in Delhi that focuses on offering cost-effective digital marketing and web development solutions. Their mission is to deliver quantitative outcomes through a diverse range of services, including SEO, pay-per-click adver... [View E- Definers Technology profile ]

Service Line
5% Artificial Intelligence 5% Ecommerce Marketing 5% E-Commerce Development 5% Mobile App Development 5% Web Development 5% Custom Software Development 5% UX/UI Design 5% Graphic Design 5% Web Design 5% Video Marketing 5% Digital Marketing 5% Advertising 5% Pay Per Click 5% Search Engine Optimization 5% Mobile & App Marketing 5% Affiliate Marketing 5% Content Marketing 5% Social Media Marketing 5% Direct Marketing 5% Branding
  • 5% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 35% Chatbots 30% Generative AI 10% AI Consulting
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
New Delhi, Delhi, India
Company Location

MagnusMinds IT Solution

Beyond Coding, Beyond Expectations.
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About

MagnusMinds is your premier destination for comprehensive AI Development, Web Development, Advanced Database Solutions, Cloud Integration, ETL Data Transformation, Database Administration, SSIS, SSRS, Power Apps, Power BI, and DevOps Development... [View MagnusMinds IT Solution profile ]

Service Line
5% Artificial Intelligence 5% IT Strategy Consulting 5% Social Media Marketing 5% Web Design 5% UX/UI Design 5% IT Staff Augmentation 5% IT Managed Services 5% ERP Consulting And SI 5% CRM Consulting And SI 5% Cloud Consulting & SI 5% BI & Big Data Consulting & SI 5% Custom Software Development 5% Enterprise App Modernization 5% Application Management & Support 5% Application Testing 5% IoT Development 5% AR/VR Development 5% E-Commerce Development 5% Mobile App Development 5% Web Development
  • 5% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% AI Consulting 20% Natural Language Processing 10% Chatbots 10% Generative AI 10% AI Agent
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

Imaginovation

Your Business is Unique. Your App Should Be Too
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About

Imaginovation is a Raleigh, North Carolina–based custom software development and technology services company that helps businesses turn ideas into digital products and solutions. They specialize in building custom software, web applications, m... [View Imaginovation profile ]

Service Line
25% Artificial Intelligence 25% Custom Software Development 25% Web Development 25% Mobile App Development
  • 25% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 20% Generative AI 10% Cognitive Computing 5% AI Consulting 5% AI Agent
  • 20% Machine Learning
10-50
Employee Size
$75,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Raleigh, North Carolina, United States
Company Location

Futurism AI : Intelligent Solutions for Business

TOP RATED
AI Innovation for a Smarter Future.
5.0 (1 reviews)
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About

Futurism AI offers innovative artificial intelligence solutions that transform businesses across industries. We specialize in AI-driven automation, data analytics, natural language processing, and predictive modeling to help organizations improv... [View Futurism AI : Intelligent Solutions for Business profile ]

Service Line
20% Artificial Intelligence 10% Custom Software Development 10% IoT Development 10% AR/VR Development 10% Blockchain 10% Robotics Process Automation 10% Cybersecurity 10% IT Managed Services 5% BI & Big Data Consulting & SI 5% Ecommerce Marketing
  • 20% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 20% Robotics 15% Cognitive Computing 15% Natural Language Processing 15% Generative AI 15% AI Agent 10% Chatbots
  • 10% Machine Learning
701-800
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Piscataway, New Jersey, United States
Company Location

IT Medical

Your trusted partner for healthcare software development
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About

IT Medical LLC is a healthcare software development company that offers digital solutions and services for healthcare providers worldwide. Our team has the required specialists in-house to bring your most complex software vision to life with our... [View IT Medical profile ]

Service Line
30% Artificial Intelligence 15% Custom Software Development 10% Web Development 10% Mobile App Development 10% E-Commerce Development 10% IT Managed Services 5% Application Testing 5% Application Management & Support 5% Enterprise App Modernization
  • 30% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 20% AI Consulting 20% Generative AI
  • 20% Machine Learning
2-9
Employee Size
$50,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Dubai, United Arab Emirates
Company Location

SATVA Softech

Reliable software development with a human touch.
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About

Satva Softech is a software development agency that specializes in creating custom web, mobile, and digital platform solutions designed to scale with business growth. They serve a wide range of sectors—such as manufacturing, healthcare, financ... [View SATVA Softech profile ]

Service Line
10% Artificial Intelligence 30% UX/UI Design 20% Custom Software Development 20% Mobile App Development 10% Web Design 10% Web Development
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Cognitive Computing 25% Natural Language Processing
  • 25% Machine Learning
2-9
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Stanmore, England, United Kingdom
Company Location

Mphasis

The Next Applied
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Key Clients:
  • Adobe
  • AWS
  • Be informed
About

Mphasis is a multinational information technology services and consulting company based in India. The company innovates to ensure service excellence and productive outcomes across different departments, including sales, development, and delivery... [View Mphasis profile ]

Service Line
5% Artificial Intelligence 20% Application Testing 20% Application Management & Support 10% Mobile & App Marketing 10% Web Design 5% Blockchain 5% BI & Big Data Consulting & SI 5% Cybersecurity 5% IoT Development 5% Digital Marketing 5% Search Engine Optimization 5% Custom Software Development 5% Mobile App Development 5% Cloud Consulting & SI
  • 5% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Swell Commerce 20% Chatbots 15% Cognitive Computing 15% Natural Language Processing 15% Robotics
  • 15% Machine Learning
51-100
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Bengaluru, Karnataka, India
Company Location

Folio3

Innovation as a Service
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About

A California-based digital transformation and software development company with over 15 years of development experience, Folio3 is now known as one of the best mobile and web development companies in the USA. Having helped entrepreneurs, as well... [View Folio3 profile ]

Service Line
10% Artificial Intelligence 20% Wearable App Development 20% Custom Software Development 15% Mobile App Development 15% AR/VR Development 10% ERP Consulting And SI 10% E-Commerce Development
  • 10% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 25% Chatbots 25% Generative AI 20% Swell Commerce 10% Cognitive Computing 5% AI Consulting
  • 15% Machine Learning
501-600
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Belmont, California, United States
Company Location

Kritikal Solutions

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Key Clients:
  • BYJU'S
  • ideaForge
  • Today Foundation
About

KritiKal Solutions Pvt Ltd is a leading technology services provider based in India, with a global presence. Our expertise includes product engineering, R&D, and innovation in domains such as vision systems (AI, machine learning, computer vision... [View Kritikal Solutions profile ]

Service Line
5% Artificial Intelligence 35% Custom Software Development 20% Web Development 10% Mobile App Development 5% Wearable App Development 5% AR/VR Development 5% Application Testing 5% Enterprise App Modernization 5% Application Management & Support 3% IoT Development 2% E-Commerce Development
  • 5% Artificial Intelligence
Artificial Intelligence
120% Machine Learning 80% Natural Language Processing
  • 70% Machine Learning
201-300
Employee Size
$25,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Noida, Uttar Pradesh, India
Company Location

ClickTap Solutions

Next-Gen Apps and Websites for Unparalleled User Experiences
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About

ClickTap Solutions is a Texas-based technology company dedicated to providing high-quality, custom mobile and web development services. With a strong focus on client satisfaction and innovation, the team excels in creating tailored iOS and Andro... [View ClickTap Solutions profile ]

Service Line
5% Artificial Intelligence 15% UX/UI Design 15% Web Development 15% Mobile App Development 10% Social Media Marketing 10% Web Design 5% Branding 5% Digital Strategy 5% Mobile & App Marketing 5% Logo 5% Custom Software Development 5% E-Commerce Development
  • 5% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 80% Chatbots
  • 20% Machine Learning
201-300
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Sugar Land, Texas, United States
Company Location

Intego Solutions

Software Engineering Excellence
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About

We specialize in full-lifecycle software development and high-end solution implementations across various technologies. Utilizing transparent and flexible engagement models, we’ve successfully created complex software products and IT solutions... [View Intego Solutions profile ]

Service Line
10% Artificial Intelligence 20% ERP Consulting And SI 20% IT Managed Services 20% Cloud Consulting & SI 10% Web Development 10% AR/VR Development 10% E-Commerce Development 10% Mobile App Development 10% Application Testing 10% Enterprise App Modernization 5% Web Design 5% UX/UI Design 5% BI & Big Data Consulting & SI 5% CRM Consulting And SI
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 30% Chatbots 20% Cognitive Computing 15% Natural Language Processing 15% Robotics
  • 20% Machine Learning
101-200
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Maitland, Florida, United States
Company Location

Techtic Solutions Inc

TOP RATED
Digital transformation for progressive brands
5.0 (1 reviews)
Visit Website
About

Techtic Solutions is a leading software development company specializing in web and mobile app development. With a commitment to innovation and quality, Techtic delivers custom digital solutions tailored to client needs. Serving startups and est... [View Techtic Solutions Inc profile ]

Service Line
10% Artificial Intelligence 35% Custom Software Development 20% E-Commerce Development 15% IT Staff Augmentation 10% Enterprise App Modernization 10% ERP Consulting And SI
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 30% Chatbots 25% Natural Language Processing 15% Robotics 10% Cognitive Computing
  • 20% Machine Learning
101-200
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

HatchWorks AI

TOP RATED
We build AI-native solutions — and use AI to build
5.0 (3 reviews)
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About

Hatchworks provides cutting-edge technology solutions with a focus on custom software development, data engineering, and digital transformation. The company excels in delivering tailored solutions that drive innovation and operational efficiency... [View HatchWorks AI profile ]

Service Line
50% Artificial Intelligence 40% Custom Software Development 10% UX/UI Design
  • 50% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 20% Cognitive Computing 20% AI Consulting 15% Chatbots 15% Natural Language Processing 10% Robotics 10% Generative AI
  • 10% Machine Learning
101-200
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Atlanta, Georgia, United States
Company Location

Emorphis Technologies

Think Do Achieve
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About

Emorphis Technologies is a global specialist, providing software product/application engineering services to Independent Software Vendors (ISVs), software-enabled businesses, and companies that work on embedded software. Our clients partner with... [View Emorphis Technologies profile ]

Service Line
10% Artificial Intelligence 10% Custom Software Development 10% Mobile App Development 10% Enterprise App Modernization 10% Cloud Consulting & SI 10% CRM Consulting And SI 10% IT Staff Augmentation 5% Wearable App Development 5% Application Testing 5% IT Strategy Consulting 5% ERP Consulting And SI 5% Cybersecurity 5% IT Managed Services
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Robotics 20% AI Consulting 20% Generative AI
  • 20% Machine Learning
101-200
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Seattle, Washington, United States
Company Location

Pixelfield

We design, develop and grow
Visit Website
About

Pixelfield Ltd is a London-based digital product development agency, specialising in mobile apps, web applications, games, virtual/augmented reality and custom software. ... [View Pixelfield profile ]

Service Line
10% Artificial Intelligence 15% Mobile App Development 15% UX/UI Design 10% AR/VR Development 10% Blockchain 10% Custom Software Development 10% Product Design 10% Web Design 5% Web Development 5% IT Managed Services
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Cognitive Computing 20% Natural Language Processing 10% Chatbots 10% Robotics 10% AI Consulting 10% LLM
  • 20% Machine Learning
101-200
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
London, England, United Kingdom
Company Location

Prolaxies

AI-powered Digital Transformation Partner
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Key Clients:
  • Precision Evolution Global
  • Coderuss
About

Prolaxies is an AI-powered digital transformation partner based in Holborn, London, UK. We help startups, SMEs, and scaling businesses with branding, website & app development, and AI solutions using FastAPI, Python, Django, and Flutter. Bac... [View Prolaxies profile ]

Service Line
20% Artificial Intelligence 10% UX/UI Design 10% Product Design 10% Web Development 10% Mobile App Development 10% Cloud Consulting & SI 10% IT Strategy Consulting 10% CRM Consulting And SI 5% Custom Software Development 5% Enterprise App Modernization
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 40% Chatbots 20% AI Consulting 20% AI Agent
  • 20% Machine Learning
10-50
Employee Size
$10,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
3 Portfolios
Company Portfolios
London, United Kingdom
Company Location

Flutternest

Engineering Your Apps With Flutter Magic
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About

Flutternest delivers expertFlutter app development anddedicated developers, with a portfolio of over100+ successful apps and3 million+ downloads. We serve industries likefintech, healthcare, ande-commerce, offering custom app development,migrati... [View Flutternest profile ]

Service Line
20% Artificial Intelligence 70% Mobile App Development 10% Custom Software Development
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 55% Chatbots 25% Generative AI
  • 20% Machine Learning
10-50
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Chandigarh, India
Company Location

KLOUDPORTAL

Drive digital transformation with seamless innovations
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About

At KloudPortal, we emphasize robust platform engineering and technology delivery to meet customer needs effectively. Our engineering team crafts scalable and efficient solutions that drive operational excellence. By leveraging cutting-edge techn... [View KLOUDPORTAL profile ]

Service Line
20% Artificial Intelligence 5% Web Development 5% Mobile App Development 5% AR/VR Development 5% Robotics Process Automation 5% Enterprise App Modernization 5% IT Managed Services 5% IT Strategy Consulting 5% ERP Consulting And SI 5% Cloud Consulting & SI 5% BI & Big Data Consulting & SI 5% Cybersecurity 5% UX/UI Design 5% Web Design 5% Search Engine Optimization 5% Social Media Marketing 5% Content Marketing
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 25% Chatbots 20% AI Consulting 15% Generative AI 10% AI Agent 5% Cognitive Computing 5% Natural Language Processing
  • 20% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Hyderabad, Telangana, India
Company Location

AnavClouds Analytics.ai

Empower Data. Innovate with AI. Shape the Future.
Visit Website
About

AnavClouds Analytics.ai – AI. Data. Zoho. Smart Solutions That Drive Growth AnavClouds Analytics.ai is a Next-gen AI development company helping businesses navigate the intelligent future. We specialize in delivering innovative AI solutio... [View AnavClouds Analytics.ai profile ]

Service Line
60% Artificial Intelligence 25% BI & Big Data Consulting & SI 15% CRM Consulting And SI
  • 60% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 15% AI Consulting 15% Generative AI 10% Swell Commerce 10% Chatbots 10% Cognitive Computing 10% Natural Language Processing 10% Robotics 10% AI Agent
  • 10% Machine Learning
10-50
Employee Size
Undisclosed
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Jaipur, Rajasthan, India
Company Location

DuckMa

Custom mobile apps to boost your business
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About

At DuckMa, we craft tailor-made Digital Projects specifically designed for your business.Mobile app development, cloud solutions, or IoT platforms: whatever your needs, we’re here to bring your ideas to life. Plus, we seamlessly integrate AI a... [View DuckMa profile ]

Service Line
20% Artificial Intelligence 40% Mobile App Development 40% UX/UI Design
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Natural Language Processing 20% Generative AI 10% Cognitive Computing 10% AI Consulting 10% AI Agent 5% Chatbots 5% LLM
  • 20% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Brescia, Italy
Company Location

Springs

Multi-agent platform for web and mobile apps
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About

Springs is a service company specializing in building Custom AI Agents tailored to specific business goals. With deep expertise in Conversational AI, AI Agent development, and Business Automation, Springs helps companies automate customer intera... [View Springs profile ]

Service Line
65% Artificial Intelligence 10% Custom Software Development 10% E-Commerce Development 5% UX/UI Design 5% Web Development 5% Mobile App Development
  • 65% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 60% Chatbots 25% Generative AI 5% Natural Language Processing
  • 10% Machine Learning
2-9
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Barcelona, Catalonia, Spain
Company Location

Star Systems

AI Powered Software Solutions Built for Modern Businesses
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About

Star Systems is a software development company helping businesses build smart, reliable, and scalable digital solutions. We specialize in AI development, custom software, web and mobile app development, and cloud services. Our team focuses on cr... [View Star Systems profile ]

Service Line
25% Artificial Intelligence 20% Cloud Consulting & SI 15% IT Managed Services 15% Application Management & Support 10% Mobile App Development 10% Custom Software Development 5% Blockchain
  • 25% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 20% AI Consulting 15% Chatbots 15% AI Agent 15% Generative Engine Optimization (GEO) 10% Generative AI 5% Cognitive Computing 5% Natural Language Processing 5% LLM
  • 10% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Porur, Tamil Nadu, India
Company Location

STS Software

Software Tailored For Success
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20% Artificial Intelligence 40% Custom Software Development 20% AR/VR Development 20% Mobile App Development
  • 20% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 15% Chatbots 15% Natural Language Processing 15% AI Agent 10% Swell Commerce 10% Cognitive Computing 10% AI Consulting 10% Generative AI
  • 15% Machine Learning
201-300
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Reston, Virginia, United States
Company Location

Webkorps Services

We Code Solutions, Not Just Software
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Key Clients:
  • Asset Panda
  • Cryoport
  • MEDHOST
  • Cigna
  • The Fragrance Shop
About

At Webkorps, we are a globally trusted IT Solutions Provider with over 8 years of proven expertise, headquartered in India and operating across multiple international markets. We specialize in delivering tailor-made, innovative software solution... [View Webkorps Services profile ]

Service Line
5% Artificial Intelligence 10% Custom Software Development 10% Web Development 10% Mobile App Development 10% Blockchain 5% E-Commerce Development 5% IoT Development 5% Application Testing 5% Enterprise App Modernization 5% Application Management & Support 5% IT Strategy Consulting 5% Cloud Consulting & SI 5% ERP Consulting And SI 5% IT Staff Augmentation 5% IT Managed Services 5% CRM Consulting And SI
  • 5% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 30% AI Consulting 10% Swell Commerce 10% Chatbots 10% Cognitive Computing 10% Natural Language Processing 10% Generative AI
  • 20% Machine Learning
101-200
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
25 Portfolios
Company Portfolios
Indore, Madhya Pradesh, India
Company Location

Cybersoft North America Inc

We Build Solutions that Help You Solve Challenges and Meet Goals
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Key Clients:
  • Pepsi
  • Allied Bank
  • HoneyWell
About

The Company was formed as a virtual startup in 1996 as a spin-off from Applied Research Technologies, Incorporated. Over the years, Cybersoft has established itself as a trusted, quality provider of Software Solutions & tools for multiple ma... [View Cybersoft North America Inc profile ]

Service Line
10% Artificial Intelligence 20% Custom Software Development 20% Mobile App Development 20% IoT Development 10% Application Testing 10% Application Management & Support 10% Enterprise App Modernization
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 30% Robotics 30% AI Consulting 20% Chatbots
  • 20% Machine Learning
51-100
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Houston, Texas, United States
Company Location

Serviots Technologies Private Limited

Where Vision Meets Innovation
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Key Clients:
  • Satu PharmTech
About

Serviots is a client centric and agile software development company specializing in a broad range of technology solutions. Serviots have expertise in Software Development, DevOps, Business Consulting, Cloud Computing, Quality Assurance (QA) and ... [View Serviots Technologies Private Limited profile ]

Service Line
10% Artificial Intelligence 20% Custom Software Development 10% Web Development 10% Mobile App Development 10% E-Commerce Development 10% IoT Development 10% Enterprise App Modernization 10% Application Management & Support 10% Application Testing
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Natural Language Processing 20% Robotics 20% AI Consulting 20% Generative AI
  • 20% Machine Learning
51-100
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

Orases

Custom Software to reach your vision
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About

We're a team of technology craftsmen and craftswomen, who create custom software solutions that transform your process, empower your people, and help you reach your vision. Our team of experts embrace innovation, but are grounded in the depth of... [View Orases profile ]

Service Line
15% Artificial Intelligence 70% Custom Software Development 15% Mobile App Development
  • 15% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 50% Generative AI 15% Natural Language Processing 15% AI Consulting
  • 20% Machine Learning
10-50
Employee Size
$75,000+
Min. Project Size
$150 - $199 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Frederick, Maryland, United States
Company Location

Glorywebs Creative Pvt Ltd

Glorywebs – Your Trusted Partner for AI-Innovation and Growth
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About

Glorywebs is a leading digital solutions provider specializing in tailored website development, digital marketing, and AI-driven services for small businesses and enterprises. We help brands attract customers, boost sales, and build strong onlin... [View Glorywebs Creative Pvt Ltd profile ]

Service Line
35% Artificial Intelligence 20% Custom Software Development 15% Mobile App Development 10% Web Development 10% Search Engine Optimization 10% UX/UI Design
  • 35% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 15% Chatbots 15% Robotics 15% AI Consulting 15% Generative AI 15% AI Agent 10% Natural Language Processing
  • 15% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Harrisburg, Pennsylvania, United States
Company Location

Avenue Group Australia

IT Solutions & Services
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About

At Avenue Group Australia, we are aware that success is not always ensured by technology alone. Real transformation happens when strategy, people, and performance come together. That’s why leading organizations rely on us to provide enterprise... [View Avenue Group Australia profile ]

Service Line
20% Artificial Intelligence 30% Custom Software Development 30% Cybersecurity 15% IT Strategy Consulting 5% Cloud Consulting & SI
  • 20% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 35% AI Consulting 25% Generative AI 10% Natural Language Processing 10% AI Agent
  • 20% Machine Learning
2-9
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Perth, Tasmania, Australia
Company Location

infotrum LLC

better together
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About

infotrum is a family of hand-vetted professionals from 4 continents who are here to help you get best-in-class quality services consistently. Each of our employees will do best-in-class quality work in their domains significantly to contribute t... [View infotrum LLC profile ]

Service Line
10% Artificial Intelligence 15% Video Production 10% Branding 10% Video Marketing 10% Web Design 10% Web Development 5% Social Media Marketing 5% Content Marketing 5% Graphic Design 5% Logo 5% Packaging Design 5% Blockchain 5% ERP Consulting And SI
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 30% Generative AI 20% Natural Language Processing 15% AI Agent 10% Chatbots
  • 25% Machine Learning
Freelancer
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Casper, Wyoming, United States
Company Location

WillowTree®

AI-Driven Product & Marketing
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About

WillowTree is a premier digital product consultancy offering end-to-end solutions in strategy, design, development, and digital marketing. With a focus on high-velocity digital transformation, the company excels in leveraging AI and data-driven ... [View WillowTree® profile ]

Service Line
30% Artificial Intelligence 15% Mobile App Development 15% Web Development 15% Marketing Strategy 15% Advertising 10% UX/UI Design
  • 30% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 25% Chatbots 15% Cognitive Computing 15% Natural Language Processing 15% Generative AI 10% Robotics 10% AI Consulting
  • 10% Machine Learning
301-400
Employee Size
$2,50,000+
Min. Project Size
$150 - $199 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Charlottesville, Virginia, United States
Company Location

Navsoft

Software Development and Digital Transformation Company
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About

We are Navigators Software (Navsoft), a global technology company with over 25 years of experience in driving digital transformation for businesses across 33 countries. With a team of 450+ experts, we specialize in building scalable, efficient, ... [View Navsoft profile ]

Service Line
10% Artificial Intelligence 15% Custom Software Development 15% CRM Consulting And SI 15% ERP Consulting And SI 10% Mobile App Development 5% Web Development 5% E-Commerce Development 5% Enterprise App Modernization 5% IT Strategy Consulting 5% BI & Big Data Consulting & SI 5% Cloud Consulting & SI 5% IT Staff Augmentation
  • 10% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 30% AI Consulting 25% Natural Language Processing 20% Generative AI 10% Chatbots
  • 15% Machine Learning
301-400
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
4 Portfolios
Company Portfolios
New York City, New York, United States
Company Location

PowerGate Software

Bringing Innovative Ideas to Life!
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About

PowerGate Software is a global software development partner specializing in full-cycle digital solutions. Since 2011, we’ve delivered 250+ projects across healthcare, fintech, education, and more – helping startups and enterprises bring thei... [View PowerGate Software profile ]

Service Line
15% Artificial Intelligence 20% Application Management & Support 20% Enterprise App Modernization 10% Custom Software Development 10% Web Development 10% Blockchain 5% Web Design 5% IoT Development 5% E-Commerce Development
  • 15% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Chatbots 20% Natural Language Processing 20% AI Agent 15% AI Consulting 10% Generative AI
  • 15% Machine Learning
201-300
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Cầu Giấy, Hà Nội, Vietnam
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Navigate Commerce

eCommerce development agency
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About

Navigate Commerce is a trusted eCommerce development agency specializing in Magento and Adobe Commerce solutions. As a certified Hyvä Gold Partner, we offer scalable, high-performance Magento websites, Hyvä theme development, B2B Commerce, and... [View Navigate Commerce profile ]

Service Line
20% Artificial Intelligence 60% E-Commerce Development 20% Custom Software Development
  • 20% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 35% Natural Language Processing 25% Chatbots 20% Generative AI 5% Cognitive Computing
  • 15% Machine Learning
101-200
Employee Size
Undisclosed
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

The Hashtech

Shaping Success Through Modern Technology
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Key Clients:
  • Chattie
  • Fluffy Trip
  • Foodzzy
  • Smart Transit
About

The Hashtech is a modern digital solution provider that builds powerful mobile, web, and software products for businesses worldwide. With years of experience, we help startups, SMEs, and enterprises turn their ideas into fast, high-quality digit... [View The Hashtech profile ]

Service Line
20% Artificial Intelligence 20% Custom Software Development 20% Web Development 20% Mobile App Development 20% Blockchain
  • 20% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 15% Chatbots 15% Natural Language Processing 15% AI Consulting 15% Generative AI 15% AI Agent 10% LLM
  • 15% Machine Learning
101-200
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
5 Portfolios
Company Portfolios
Houston, Texas, United States
Company Location

Wartin Labs Technologies

Built For Entrepreneurs
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About

WartinLabs is a home where you get assistance for all your IT needs. We develop your services from scratch with a team of our experts having more than 10 years of experience in the field of IT. We make a complete flow of work and always achieve ... [View Wartin Labs Technologies profile ]

Service Line
5% Artificial Intelligence 10% Custom Software Development 10% Web Development 10% Mobile App Development 5% Advertising 5% Branding 5% Mobile & App Marketing 5% Social Media Marketing 5% Digital Marketing 5% Video Production 5% Wearable App Development 5% E-Commerce Development 5% AR/VR Development 5% IoT Development 5% Application Management & Support 5% Enterprise App Modernization 5% Cloud Consulting & SI
  • 5% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 25% Robotics 20% Chatbots 20% Natural Language Processing 10% Swell Commerce 5% Cognitive Computing
  • 20% Machine Learning
51-100
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Noida, Uttar Pradesh, India
Company Location

softnotions technologies

IT Innovation for Business Transformation
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About

Softnotions Technologies Pvt Ltd stands as a premier software & app development company in India, boasting a stellar 15-year track record of excellence. Specializing in cutting-edge solutions, we cater to clients across the Middle East,... [View softnotions technologies profile ]

Service Line
25% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 15% IT Strategy Consulting 10% IT Staff Augmentation 10% Enterprise App Modernization 5% Application Management & Support 5% UX/UI Design
  • 25% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Chatbots 20% AI Consulting 15% Generative AI 10% Cognitive Computing 10% Natural Language Processing 10% Robotics
  • 15% Machine Learning
51-100
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
5 Portfolios
Company Portfolios
Thiruvananthapuram, Kerala, India
Company Location

Coins Queens

Innovation in Every Block
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About

CoinsQueens is a leading Crypto Exchange and Blockchain Development company with over 750 projects delivered by a team of 250+ developers and 100+ blockchain experts. We offer tailored blockchain solutions, from crypto exchange and dApp developm... [View Coins Queens profile ]

Service Line
5% Artificial Intelligence 20% Blockchain 10% Custom Software Development 10% Web Development 10% E-Commerce Development 10% Mobile App Development 10% IoT Development 5% Blockchain Marketing 5% Web Design 5% UX/UI Design 5% Graphic Design 5% AR/VR Development
  • 5% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 50% Chatbots 30% Generative AI
  • 20% Machine Learning
51-100
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Madurai, Tamil Nadu, India
Company Location

Spirinova Technologies

Spirit of Innovation
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About

Spirinova Technologies is a cutting-edge technology company at the forefront of innovation, specializing in the development of advanced solutions that harness the power of artificial intelligence and machine learning. Established with a vision t... [View Spirinova Technologies profile ]

Service Line
10% Artificial Intelligence 20% Custom Software Development 10% IT Strategy Consulting 10% Mobile App Development 10% Web Development 10% E-Commerce Development 5% AR/VR Development 5% IoT Development 5% Blockchain 5% Web Design 5% UX/UI Design 5% Digital Strategy
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 35% Chatbots 15% Cognitive Computing 10% Swell Commerce 10% Natural Language Processing 10% Robotics
  • 20% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Greater Noida, Uttar Pradesh, India
Company Location

Magora

Product Development Tailored For Your Business
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Key Clients:
  • Unilever
  • Danone
  • Toyota
  • Easy Group
  • AstraZeneca
About

We are an industry-leading bespoke mobile and web development company deeply rooted in the vibrant heart of London working with market leaders like AstraZeneca, Easy Group, Toyota, Danone, and Unilever. Established in 2010, Magora thrives on ... [View Magora profile ]

Service Line
10% Artificial Intelligence 15% Custom Software Development 15% Mobile App Development 15% Web Development 10% IoT Development 5% Wearable App Development 5% AR/VR Development 5% Application Management & Support 5% Enterprise App Modernization 5% Application Testing 5% E-Commerce Development 5% Robotics Process Automation
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Cognitive Computing 20% Natural Language Processing 20% Robotics
  • 20% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
5 Portfolios
Company Portfolios
London, United Kingdom
Company Location

Pyzen Technologies Private Limited

Smart Solutions & More !!
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About

Pyzen Technologies, a prominent software development company based in India, was established in 2018. A strong commitment to customer satisfaction drives us and we strive to deliver high-quality products and solutions consistently and punctually... [View Pyzen Technologies Private Limited profile ]

Service Line
10% Artificial Intelligence 10% Web Design 10% Web Development 10% Mobile App Development 10% Cloud Consulting & SI 10% ERP Consulting And SI 5% UX/UI Design 5% Product Design 5% Custom Software Development 5% E-Commerce Development 5% IoT Development 5% Enterprise App Modernization 5% IT Staff Augmentation 5% Digital Strategy
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 15% AI Consulting 15% Generative AI 10% Robotics
  • 20% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Haryana, India
Company Location

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Buying Guide

What Factors to Look for While Considering Top Machine Learning App Development Companies?

Key criteria for evaluating ML partners—from technical skills and problem-solving to communication, design sense, and post-launch support that actually matters.

1. Technical Skills That Actually Matter

You need machine learning developers who can walk the walk, not just talk the talk. What you want is a portfolio showing they've solved real problems. Have they built recommendation engines? Worked with predictive models? Created AI chatbots that people actually like using?

The best leading ML development companies show versatility. They've tackled different challenges across various industries. This means they won't freeze up when your project throws them a curveball. Tip: They should understand the full software development life cycle. A brilliant model that never makes it to production is just expensive science fiction.

2. They're Problem Solvers, Not Just Code Pushers

The right machine learning agency will grill you about your business goals before they start talking tech (in a good way). If someone's pitching you algorithms before they understand your actual problem, run. Seriously.

Great partners push back when needed. They'll tell you if ML is overkill for what you're trying to do, or suggest simpler approaches that get you results faster. That honesty? It's gold. You want a team invested in your success, not just padding their case studies.

3. Integration Know-How

Your ML solution needs to play nice with everything else in your tech ecosystem. Can they integrate AI tools into your existing mobile apps? Do they understand cloud infrastructure well enough to scale when you need it? These top AI ML app development companies should speak fluent API and know their way around AWS, Azure, or Google Cloud.

This stuff matters more than people think. A powerful model that can't integrate with your systems is about as useful as a sports car with no wheels.

4. Design Sense

The best ML developers care about user experience. What's the point of a super-smart algorithm if the interface makes people want to throw their phone across the room? Companies that stay on top of UI trends build solutions that don't just work—they work beautifully.

This goes double for customer-facing apps. Your users don't care about model accuracy metrics. They care whether your app makes their life easier without making them feel stupid. Find a team that gets this, and you're halfway to success.

5. Straight Shooters with Clear Communication

Nobody likes surprises during development. You need transparency. The best mobile app development companies that work with ML keep you in the loop constantly. They explain decisions in plain English, not jargon soup.

Ask them about their process. How often do they update you? What happens when requirements change because they will? How do they handle testing? Their answers tell you everything about whether this partnership will be smooth sailing or a headache factory.

6. They're Ahead of the Curve

AI trends move fast. Like, blink-and-you-missed-it fast. Top machine learning app development companies don't just keep up, they're often leading the pack. They experiment with new frameworks, track app development trends, and continuously level up their skills.

But the thing that separates the pros from the posers is the sense of knowing when NOT to use the latest shiny tool. Sometimes boring, stable tech is exactly what your project needs. The best teams have that judgment.

7. Proven Track Record

Look for relevant experience. If you're building a recommendation system, have they done that before? Check their case studies. Better yet, talk to their previous clients. Ask about the messy stuff. Maybe the challenges, how they were handled, and whether the final product was actually delivered. This homework feels tedious, but it's your insurance policy against expensive disasters.

8. They Stick Around After Launch

Building the model is just the start. Models drift, data changes, and systems need updates. The best website development company approaches know their job doesn't end at deployment. They offer support, monitoring, and maintenance packages.

Ask what post-launch looks like. How fast can they respond to issues? What's included in ongoing support? A model that degrades silently in production is just a fancy paperweight. Make sure your partner's in it for the long haul.

Cost Guide

What is the Cost of Partnering with Top Machine Learning App Development Companies?

ML development costs vary wildly based on complexity, scope, and who you're working with. Think of it less like buying a product and more like investing in a custom solution tailored to your specific needs. Here are some estimations below.

1. Cost Breakdown by Project Complexity

The investment you'll make depends heavily on what you're building. Here's a realistic breakdown:

Project Complexity Estimated Cost Range Timeline
Simple ML Integration $15,000 - $50,000 2-4 months
Custom ML Application $50,000 - $150,000 4-8 months
Complex AI Platform $150,000 - $500,000+ 8-18 months
Enterprise ML Solution $500,000 - $2,000,000+ 12-24+ months

2. Data Requirements

Data Scenario Additional Cost Impact Timeline Impact
Clean, labeled data ready to use Baseline Baseline
Unlabeled data requiring annotation +20-30% +2-4 weeks
Multiple disparate data sources +30-50% +4-8 weeks
Poor quality data needing extensive cleaning +50-100% +8-16 weeks

3. Costing Based on Geography

Region Average Hourly Rate Pros Considerations
North America $150 - $300
  • Cutting-edge expertise
  • Strong communication
  • Timezone alignment
  • Premium pricing
  • Higher overhead costs
Western Europe $100 - $200
  • High quality standards
  • Data privacy compliance
  • Cultural proximity
  • Moderate to high costs
  • Limited availability
Eastern Europe $50 - $120
  • Strong technical skills
  • Good English proficiency
  • Reasonable rates
  • Time zone differences
  • Varying tech maturity
Asia $15 - $80
  • Cost-effective
  • Large talent pool
  • Growing expertise
  • Significant time zone gaps
  • Communication challenges

Frequently Asked Questions

faq-banner

How much should I budget for a machine learning app?

Expect everything from $15,000 for simple integrations up to $500,000+ for enterprise solutions. Where's the sweet spot for most of these bespoke ML applications? Around $50,000-$150,000. And then, of course, there are ongoing costs-budget another 15-25% annually for maintenance, retraining, and infrastructure. Your specific needs will drive the final price tag.

What questions should I ask the best leading ML development companies?

Hit them with these:

  • Can you showcase case studies similar to my project?
  • How would you approach dealing with data preparation and quality issues?
  • How do you deploy and monitor models?
  • Who owns the code and models upon completion?
  • What does post-launch support look like?

How long does it take to build a machine learning application?

Simple integrations take 2-4 months, custom applications need 4-8 months, and complex platforms can stretch 8-18 months. Here is the kicker: the preparation of data eats up 60-80% of the timeline. If your data's messy, add extra time. Rush it, and you'll pay for it later in performance issues.

Should I hire locally or consider offshore ML developers?

Depends on priorities. Local teams have easier communication and timezone alignment, but come at a bigger price of $150-300/h. Offshore teams in Eastern Europe or Asia deliver quality at better rates of $25-120/h, but it requires clear documentation and patience over time differences. What matters more is cultural fit than the location itself.

What's the difference between pre-built AI tools and custom ML development?

Pre-built AI solutions are faster and cheaper, great for solving standard problems such as chatbots or basic predictions. Custom ML development costs more but will solve your business problem precisely in the way you need it. Think of it like buying off-the-rack versus tailored. Neither is wrong; it depends on your fit requirements.

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