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

Agile Infoways LLC

TOP RATED
Expert in Product Engineering, Web and Mobile Applications, UI/UX, DevOps Services
5.0 (6 reviews)
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About

We at, Agile Infoways LLC, help tech and start up companies with their mobile, web, desktop application design and development needs. We are a leading technology firm having expertise in mobile, wearable, web and e-Commerce development platform ... [View Agile Infoways LLC profile ]

Service Line
10% Artificial Intelligence 15% Custom Software Development 15% Mobile App Development 10% Web Development 10% Wearable App Development 10% E-Commerce Development 10% AR/VR Development 10% IoT Development 10% Enterprise App Modernization
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 30% AI Consulting 25% Generative AI 20% Natural Language Processing
  • 25% Machine Learning
201-300
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Coral Springs, Florida, United States
Company Location

Ray Business

Empowering Enterprises with AI?Powered Digital Transformation
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About

Ray Business Technologies is a global, CMMI Level?3 and ISO?27001 certified IT services and solutions provider founded in 2009. They empower enterprises worldwide across industries like banking, healthcare, retail, and manufacturing with intelli... [View Ray Business profile ]

Service Line
30% Artificial Intelligence 15% Cloud Consulting & SI 15% BI & Big Data Consulting & SI 10% CRM Consulting And SI 10% ERP Consulting And SI 5% Custom Software Development 5% Web Development 5% E-Commerce Development 5% ECM Consulting And SI
  • 30% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 20% AI Consulting 10% Cognitive Computing 10% Generative AI
  • 20% Machine Learning
201-300
Employee Size
$50,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Plano, Texas, United States
Company Location

Integrio Systems

Your partner for scalable, secure, and innovative software solutions
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About

Integrio Systems is a trusted custom software development company with more than 20 years of proven experience and over 200 successful projects delivered across North America and Europe. We partner with ambitious startups, SMEs, and Fortune 500 ... [View Integrio Systems profile ]

Service Line
10% Artificial Intelligence 30% Custom Software Development 15% Web Development 15% Mobile App Development 5% Web Design 5% UX/UI Design 5% AR/VR Development 5% IoT Development 5% Enterprise App Modernization 5% IT Staff Augmentation
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Generative AI 10% Cognitive Computing 10% AI Agent 5% Natural Language Processing
  • 25% Machine Learning
Freelancer
Employee Size
Undisclosed
Min. Project Size
$25 - $49 / hr
Rate Per Hour
3 Portfolios
Company Portfolios
Vancouver, British Columbia, Canada
Company Location

Quixom Technology

You Believe. We Make
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About

Quixom Technology is a premier and renowned Python Development Services Company and a leading software development firm that is known for building top-notch innovative solutions and best-in-class services. With our core expertise in Python web d... [View Quixom Technology profile ]

Service Line
20% Artificial Intelligence 30% Custom Software Development 10% Mobile App Development 5% Web Design 5% UX/UI Design 5% Product Design 5% Wearable App Development 5% E-Commerce Development 5% AR/VR Development 5% Blockchain 5% Enterprise App Modernization
  • 20% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 40% AI Consulting 15% Chatbots 15% Generative AI 5% Robotics
  • 25% Machine Learning
51-100
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

TouchCrypto

Blockchain Products Development Company
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About

TouchCrypto is a premier blockchain product development company, delivering innovative decentralized solutions. We specialize in multiple blockchain ecosystems, empowering businesses to harness Web3 technology for greater security, efficiency, a... [View TouchCrypto profile ]

Service Line
20% Artificial Intelligence 20% Blockchain 10% Web Development 10% AR/VR Development 5% Web Design 5% UX/UI Design 5% Custom Software Development 5% Mobile App Development 5% E-Commerce Development 5% Wearable App Development 5% IoT Development 5% Enterprise App Modernization
  • 20% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Natural Language Processing 25% Generative AI
  • 25% Machine Learning
51-100
Employee Size
$5,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Bengaluru, Karnataka, India
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+

Arbisoft

If you can imagine it, we can build it
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About

Arbisoft is a custom software development company, and a chosen engineering partner for market leaders all over the world in a variety of verticals. With over a decade and a half of experience under our belt, we have forged lasting relationships... [View Arbisoft profile ]

Service Line
10% Artificial Intelligence 20% Custom Software Development 15% Web Development 15% Mobile App Development 15% UX/UI Design 10% Cybersecurity 10% Web Design 5% Product Design
  • 10% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 25% Chatbots 20% Natural Language Processing 20% AI Consulting 20% Generative AI
  • 15% Machine Learning
901-1000
Employee Size
$50,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
McKinney, Texas, United States
Company Location

SEROKELL

SOFTWARE RESEARCH+DEVELOPMENT+CONSULTING
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About

Serokell is a premier software development company specializing in functional programming and artificial intelligence solutions. Known for delivering high-quality, scalable digital products, Serokell excels in web and mobile app development, blo... [View SEROKELL profile ]

Service Line
45% Artificial Intelligence 30% Blockchain 25% Web Development
  • 45% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 15% Robotics 15% AI Consulting 10% Cognitive Computing
  • 20% Machine Learning
10-50
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Paris, Ile-de-France, France
Company Location

Avidclan Technologies

Simplifying Business Needs Using Technology
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About

Welcome toAvidclan Technologies, where innovation meets excellence in the world of technology. With a team of dedicated professionals, we offer a comprehensive range of services, including Software, Web and Mobile App Development, UX/UI Design, ... [View Avidclan Technologies profile ]

Service Line
5% Artificial Intelligence 20% Custom Software Development 20% Mobile App Development 15% Web Design 15% UX/UI Design 10% Web Development 10% IoT Development 5% E-Commerce Development
  • 5% Artificial Intelligence
Artificial Intelligence
30% Machine Learning 30% Chatbots 20% Natural Language Processing 20% Generative AI
  • 30% 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

Ellocent Labs

Software Development Company
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About

Ellocent Labs is a leading software development company based in Chandigarh, specializing in innovative IT solutions. We offer a wide range of services, including web development, web design, CMS WordPress development, PHP development, mobile ap... [View Ellocent Labs profile ]

Service Line
5% Artificial Intelligence 5% UX/UI Design 5% Cybersecurity 5% IT Strategy Consulting 5% Blockchain 5% IoT Development 5% Mobile App Development 5% Web Development 5% Custom Software Development 5% Product Design 5% Graphic Design 5% Advertising 5% Web Design 5% Search Engine Optimization 5% Pay Per Click 5% Digital Marketing 5% Social Media Marketing 5% Marketing Strategy 5% Direct Marketing 5% Branding
  • 5% Artificial Intelligence
Artificial Intelligence
30% Machine Learning 30% Generative AI 25% Chatbots 15% Natural Language Processing
  • 30% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Mohali, Punjab, India
Company Location

Patoliya Infotech

Your Digital Solutions Innovator
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About

Patoliya Infotech is a full-service technology partner that helps organizations innovate, scale, and prosper in a digital-first world. We specialize in web development, mobile applications, and custom software solutions that are not just functio... [View Patoliya Infotech profile ]

Service Line
5% Artificial Intelligence 20% Custom Software Development 20% Web Development 15% Mobile App Development 10% E-Commerce Development 5% Web Design 5% UX/UI Design 5% Application Testing 5% Application Management & Support 5% IT Managed Services 5% IT Staff Augmentation
  • 5% Artificial Intelligence
Artificial Intelligence
30% Machine Learning 30% AI Consulting 20% Chatbots 20% Natural Language Processing
  • 30% Machine Learning
10-50
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Surat, Gujarat, India
Company Location

Square Infosoft

Top Mobile App Development Company in USA, UK, Canada & Worldwide
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About

Square Infosoft is a leading custom mobile app development company with 8+ years of experience and a team of 45+ expert developers. We’ve partnered with startups, SMEs, and enterprises worldwide to deliver innovative apps and websites that use... [View Square Infosoft profile ]

Service Line
5% Artificial Intelligence 15% Mobile App Development 15% Web Development 10% UX/UI Design 10% Custom Software Development 5% Web Design 5% E-Commerce Development 5% IoT Development 5% Wearable App Development 5% Application Testing 5% AR/VR Development 5% Blockchain 5% Application Management & Support 5% IT Staff Augmentation
  • 5% Artificial Intelligence
Artificial Intelligence
30% Machine Learning 30% Generative AI 20% Chatbots 20% Natural Language Processing
  • 30% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
< $25 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Surat, Gujarat, India
Company Location

ResquadAI

Empowering Your IT Team Excellence
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About

ResquadAI is an innovative platform offering premier IT staff Augmentation and IT outsourcing services tailored to meet the dynamic needs of modern businesses. Whether you're seeking to scale your IT capabilities, fill skill gaps, or drive innov... [View ResquadAI profile ]

Service Line
10% Artificial Intelligence 35% IT Staff Augmentation 15% Web Development 10% Blockchain 10% Custom Software Development 10% Mobile App Development 10% E-Commerce Development
  • 10% Artificial Intelligence
Artificial Intelligence
30% Machine Learning 30% Chatbots 30% Natural Language Processing 10% AI Consulting
  • 30% Machine Learning
2-9
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Dammam, Saudi Arabia
Company Location

Questa Solution

Launch AI PlatformsFrom POC to Scaling
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About

We are a passionate  team of entrepreneurial builders from diverse backgrounds and deep subject matter expertise like engineering, investment, medicine and compliance. We work with ambitious, & visionary entrepreneurs and intrapreneurs ... [View Questa Solution profile ]

Service Line
10% Artificial Intelligence 15% Web Design 15% IT Managed Services 10% Digital Marketing 10% Search Engine Optimization 10% UX/UI Design 5% Pay Per Click 5% Custom Software Development 5% Mobile App Development 5% Web Development 5% Application Testing 5% Blockchain
  • 10% Artificial Intelligence
Artificial Intelligence
30% Machine Learning 15% Chatbots 15% LLM 10% Cognitive Computing 10% Generative AI 10% AI Agent 5% Natural Language Processing 5% AI Consulting
  • 30% Machine Learning
2-9
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Wilmington, Delaware, United States
Company Location

Softweb Solutions Inc An Avnet company

TOP RATED
AI & Data Analytics, IT Consulting Company
5.0 (2 reviews)
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About

Softweb Solutions stands as a leading IT consulting company, specializing in global AI and Data solutions that guide businesses through a seamless digital transformation. With our proficiency in AI development and advanced data analytics, we pro... [View Softweb Solutions Inc An Avnet company profile ]

Service Line
30% Artificial Intelligence 10% Custom Software Development 10% Web Development 10% Mobile App Development 10% IoT Development 10% Enterprise App Modernization 10% Robotics Process Automation 5% Wearable App Development 5% AR/VR Development
  • 30% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Chatbots 15% Natural Language Processing 15% AI Consulting 15% Generative AI 10% Cognitive Computing 10% Robotics
  • 15% Machine Learning
501-600
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Plano, Texas, United States
Company Location

A3logics AI

Next-Gen Solutions to Drive Business Growth
4.0 (1 reviews)
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About

A3logics is a leading digital transformation company that delivers next-gen solutions to tech-savvy start-ups, scale-ups, and enterprises. We implement digital technologies to help businesses enhance their business operations, reduce operational... [View A3logics AI profile ]

Service Line
15% Artificial Intelligence 15% Custom Software Development 15% Web Development 15% Mobile App Development 10% E-Commerce Development 10% IoT Development 10% BI & Big Data Consulting & SI 10% IT Staff Augmentation
  • 15% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 20% AI Consulting 20% Generative AI
  • 20% Machine Learning
401-500
Employee Size
$1,00,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Carlsbad, California, United States
Company Location

MEV

Strategic Software Development Partner
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About

MEV builds software that works. Fast.We help to solve tough tech problems, build products from scratch, and scale without breaking things. Think of us as your no-nonsense, get-it-done team -- strategy, design, engineering, and support.... [View MEV profile ]

Service Line
10% Artificial Intelligence 20% Custom Software Development 15% Enterprise App Modernization 10% Web Development 10% IoT Development 10% Application Management & Support 10% IT Staff Augmentation 10% Cloud Consulting & SI 5% Mobile App Development
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Cognitive Computing 25% AI Consulting 25% Generative AI
  • 25% Machine Learning
101-200
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Walnut Creek, California, United States
Company Location

Velvetech LLC

Trusted Partner for Enterprises, SMBs, Startups, and You|
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About

Velvetech LLC is an award-winning custom software development and consulting company based in Florida, with offices in Sunny Isles Beach, FL, and Chicago, IL. We drive innovation and growth in the mid-sized market, providing our clients and part... [View Velvetech LLC profile ]

Service Line
5% Artificial Intelligence 5% Application Testing 5% IT Strategy Consulting 5% BI & Big Data Consulting & SI 5% CRM Consulting And SI 5% IT Staff Augmentation 5% Cybersecurity 5% IT Managed Services 5% ERP Consulting And SI 5% Cloud Consulting & SI 5% Application Management & Support 5% Custom Software Development 5% Robotics Process Automation 5% Enterprise App Modernization 5% Blockchain 5% IoT Development 5% AR/VR Development 5% Wearable App Development 5% Mobile App Development 5% Web Development
  • 5% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 15% Cognitive Computing 15% Generative AI 15% AI Agent 10% Chatbots 10% Natural Language Processing 10% Robotics 10% AI Consulting
  • 15% Machine Learning
301-400
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
3 Portfolios
Company Portfolios
Sunny Isles Beach, Florida, United States
Company Location

Metwaves Technologies

Success is not only due to the expertise in technology, it's down to our attitude of who we are deep within.
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About

We are a software development and engineering empowering company offering custom end to end solutions to enterprises. We enjoy building solutions for challenges that can make a real difference in the way businesses works and progresses towards ... [View Metwaves Technologies profile ]

Service Line
20% Artificial Intelligence 15% Mobile App Development 15% Web Development 10% Custom Software Development 10% E-Commerce Development 10% Cloud Consulting & SI 5% Web Design 5% UX/UI Design 5% Product Design 5% Graphic Design
  • 20% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Natural Language Processing 15% Cognitive Computing 10% Robotics
  • 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

CodeIT 365

Pioneering Progress for Future Triumphs
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About

The Best SharePoint Development Services-feature-packed web & intranet SharePoint portals-including implementation, app solutions, integrations, & migration services over the globe.... [View CodeIT 365 profile ]

Service Line
20% Artificial Intelligence 20% Custom Software Development 20% Web Development 15% Mobile App Development 15% E-Commerce Development 10% IT Managed Services
  • 20% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 40% Generative AI 35% AI Consulting
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Sunshine Coast, Queensland, Australia
Company Location

Bee Techy

We deliver with precision and solid processes.
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About

Bee Techy is a leading technology company specializing in innovative IT solutions, software development, and digital transformation services. Our expertise spans web and mobile app development, cybersecurity, and cloud computing. We are committe... [View Bee Techy profile ]

Service Line
25% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 25% Web Development
  • 25% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Cognitive Computing 25% Natural Language Processing
  • 25% Machine Learning
2-9
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Marina del Rey, California, United States
Company Location

iPrism Technologies

A Spectrum of Technologies
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About

iPrism Technologies is a leading global provider of innovative IT solutions and services, committed to empowering businesses with cutting-edge technology. With a legacy of excellence spanning over a decade, iPrism has established itself as a rel... [View iPrism Technologies profile ]

Service Line
10% Artificial Intelligence 40% Mobile App Development 20% E-Commerce Development 10% Custom Software Development 10% Search Engine Optimization 5% Pay Per Click 5% IoT Development
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 35% Chatbots 15% Cognitive Computing 15% Robotics 10% Natural Language Processing
  • 25% Machine Learning
51-100
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Hyderabad, Telangana, India
Company Location

Cabot Technology Solutions Inc

Building Healthcare Applications on Cloud!
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About

Cabot Technology Solutions is a value-based IT consulting firm delivering high-value, cost-effective solutions using cutting-edge technologies. Since our start in 2006, we have delivered over 500+ projects in web and mobile platforms. As a bouti... [View Cabot Technology Solutions Inc profile ]

Service Line
10% Artificial Intelligence 20% Product Design 15% Custom Software Development 10% Mobile App Development 10% Enterprise App Modernization 10% Application Management & Support 10% Cloud Consulting & SI 5% IoT Development 5% Robotics Process Automation 5% IT Staff Augmentation
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 35% AI Consulting 30% Generative AI 10% Natural Language Processing
  • 25% Machine Learning
51-100
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Highland Heights, Ohio, United States
Company Location

Technix Technology

Technix Technology - Software Development, AI driven Solutions and IT Consulting Services
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About

Technix Technology is a leading Software Company helping businesses with Digital transformation, IT consulting, Data analytics, Product design, AI/ML driven solutions and Process automation. Our Digital transformation services are tailored to pr... [View Technix Technology profile ]

Service Line
15% Artificial Intelligence 15% IT Staff Augmentation 15% Custom Software Development 10% Product Design 5% IT Strategy Consulting 5% Cloud Consulting & SI 5% CRM Consulting And SI 5% ERP Consulting And SI 5% IT Managed Services 5% IoT Development 5% Application Testing 5% Application Management & Support 5% Enterprise App Modernization 5% UX/UI Design
  • 15% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Cognitive Computing 25% Natural Language Processing
  • 25% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Patna, Bihar, India
Company Location

AKS iQ

Your AI Partner
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About

AKS iQ is at the forefront of applying cutting-edge technologies like Artificial Intelligence (AI), Machine Learning (ML), Computer Vision, and the Internet of Things (IoT) to solve real-world challenges in Finance, Healthcare, and Travel.... [View AKS iQ profile ]

Service Line
55% Artificial Intelligence 35% Custom Software Development 5% IoT Development 5% Application Management & Support
  • 55% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Cognitive Computing 20% Natural Language Processing 15% Robotics 15% AI Consulting 15% Generative AI
  • 15% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Karachi, Pakistan
Company Location

Naamche

We turn ideas into wonderful products
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About

Naamche (now part of reAlpha Tech Corp.) is a technology-driven startup studio that helps founders turn their ideas into user-loved products. On their website, they describe their process as a four-step journey:Onboarding — you bring the idea,... [View Naamche profile ]

Service Line
55% Artificial Intelligence 35% Mobile App Development 10% Custom Software Development
  • 55% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 25% Chatbots 25% AI Consulting 10% Generative AI 10% LLM 5% Cognitive Computing 5% Natural Language Processing 5% AI Agent
  • 15% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Kathmandu, Bagmati, Nepal
Company Location

DevStory

Building AI Driven Apps & Solutions
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About

To thrive in today’s digital economy, businesses need agile, future-ready solutions—not just quick fixes. At DevStory, we transcend traditional app development by crafting intelligent digital experiences that redefine industries and accelera... [View DevStory profile ]

Service Line
10% Artificial Intelligence 30% Mobile App Development 15% Enterprise App Modernization 10% Web Design 10% UX/UI Design 10% E-Commerce Development 10% Application Management & Support 5% Web Development
  • 10% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 25% AI Consulting 20% Generative AI 15% Chatbots 15% Natural Language Processing 10% Robotics
  • 15% Machine Learning
101-200
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
4 Portfolios
Company Portfolios
Chandigarh, India
Company Location

Stackgenie

Transform Your Cloud Setup Overnight.
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About

Stackgenie is a DevOps and cloud-native consultancy that helps organizations—from early-stage startups to established enterprises—modernize their technology infrastructures. They specialize in Kubernetes, microservices, CI/CD pipelines, plat... [View Stackgenie profile ]

Service Line
20% Artificial Intelligence 35% Cloud Consulting & SI 30% Custom Software Development 15% Cybersecurity
  • 20% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 40% Chatbots 20% Cognitive Computing 5% AI Consulting 5% Generative AI 5% AI Agent
  • 25% Machine Learning
2-9
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Montreal, Quebec, Canada
Company Location

Uinno

Custom software development partner
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About

Uinno is a premier software development company specializing in innovative web and mobile app solutions. Leveraging advanced technologies and a user-centric approach, Uinno delivers high-performance, scalable digital products tailored to client ... [View Uinno profile ]

Service Line
15% Artificial Intelligence 30% Web Development 15% Custom Software Development 15% Mobile App Development 15% Web Design 10% Product Design
  • 15% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 30% Natural Language Processing 20% Chatbots 20% AI Consulting 10% Cognitive Computing
  • 20% Machine Learning
201-300
Employee Size
$1,00,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Lviv, Ukraine
Company Location

Hidden Brains

TOP RATED
Software Development Company
5.0 (1 reviews)
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About

Hidden Brains is a globally recognized IT consulting and software development company with 22+ years of experience delivering innovative digital solutions. Specializing in custom software, eLearning software development services, web and mobile ... [View Hidden Brains profile ]

Service Line
10% Artificial Intelligence 10% Custom Software Development 10% Mobile App Development 10% E-Commerce Development 10% AR/VR Development 10% Web Development 10% IoT Development 10% Cybersecurity 10% IT Staff Augmentation 5% IT Managed Services 5% IT Strategy Consulting
  • 10% Artificial Intelligence
Artificial Intelligence
10% Machine Learning 20% Chatbots 15% Cognitive Computing 15% Robotics 15% AI Consulting 15% AI Agent 10% Generative AI
  • 10% Machine Learning
1001-2000
Employee Size
$1,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Schaumburg, Illinois, United States
Company Location

Qubika

Transforming Digital into AI-Driven Success
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About

Qubika is a global digital services and technology solutions provider that helps organizations evolve from digital-native to AI-native. With over 20 years of combined experience and a team of skilled engineers and designers, Qubika delivers high... [View Qubika profile ]

Service Line
40% Artificial Intelligence 30% Cloud Consulting & SI 15% Mobile App Development 15% UX/UI Design
  • 40% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 35% Chatbots 20% Generative AI 20% LLM 10% Natural Language Processing
  • 15% Machine Learning
101-200
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Austin, Texas, United States
Company Location

Reactive Space

Your Digital Transformational Partner
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About

At Reactive Space, we are proud to be at the forefront of the industry, providing profound blockchain development services tailored to meet the unique requirements of your business. Our team of expert blockchain developers is skilled in creating... [View Reactive Space profile ]

Service Line
25% Artificial Intelligence 25% Mobile App Development 20% Web Development 15% AR/VR Development 15% Application Testing
  • 25% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% AI Consulting 20% Generative AI 10% Natural Language Processing 5% Cognitive Computing 5% Robotics
  • 20% Machine Learning
51-100
Employee Size
$75,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Dubai, United Arab Emirates
Company Location

Sparkout Tech Solutions (Pvt.) Ltd.

Sparkout Tech | Globally Aided, Technology-driven Software Development Company
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About

Sparkout Tech is a software development company contributing to the massive tech adoption in Fintech, Banking, Manufacturing, Food, travel, Entertainment, and more. Curating exemplary tech solutions for various business sectors. Connect to expan... [View Sparkout Tech Solutions (Pvt.) Ltd. profile ]

Service Line
45% Artificial Intelligence 35% Custom Software Development 35% Application Management & Support 30% Web Development 30% Mobile App Development 30% AR/VR Development 30% IoT Development 25% Blockchain
  • 25% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 30% Chatbots 20% Cognitive Computing 20% Natural Language Processing 5% Swell Commerce
  • 25% Machine Learning
51-100
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Coimbatore, Tamil Nadu, India
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Codetru

Unlocking innovation through tailored software solutions
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Codetru, a pioneering force in the realm of software development services, is poised to transform your business in ways you never thought possible. With a comprehensive suite of offerings, including application development, QA & software testing... [View Codetru profile ]

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5% Artificial Intelligence 20% Web Development 20% Mobile App Development 20% IT Staff Augmentation 10% UX/UI Design 10% Custom Software Development 10% Application Testing 5% Web Design
  • 5% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 40% Chatbots 20% Cognitive Computing 15% Natural Language Processing
  • 25% Machine Learning
51-100
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
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Hyderabad, Telangana, India
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Arna Softech

TOP RATED
Arna Softech Pvt Ltd
5.0 (5 reviews)
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Arna Softech is a leading software development company specializing in Product Engineering, Cloud Architecture, Data Engineering, QA Automation, AI Consulting Services, and Custom Software Development. With a UX-first approach and a focus on bus... [View Arna Softech profile ]

Service Line
25% Artificial Intelligence 30% Custom Software Development 30% Product Design 15% UX/UI Design
  • 25% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 25% Generative AI 20% Chatbots 20% AI Consulting 15% AI Agent
  • 20% Machine Learning
51-100
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
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Indore, Madhya Pradesh, India
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PeopleApps Technologies

TOP RATED
AI-Powered Software Development
5.0 (1 reviews)
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Key Clients:
  • Hook.cards
  • Mozility
  • ArthaPrice
  • VituPaper App
  • Prime Investment
About

Welcome to PeopleApps Technologies: Empowering Digital Innovation About Us: PeopleApps Technologies is a leading Mobile & Web App Development Agency in Noida, India, bridging the gap between ideas and reality for startups and Fortune 500... [View PeopleApps Technologies profile ]

Service Line
10% Artificial Intelligence 15% Custom Software Development 10% Web Development 10% Mobile App Development 10% E-Commerce Development 10% Social Media Marketing 10% Search Engine Optimization 10% IoT Development 5% Pay Per Click 5% IT Strategy Consulting 5% Digital Marketing
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Cognitive Computing 20% Natural Language Processing 5% Robotics
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
7 Portfolios
Company Portfolios
Noida, Uttar Pradesh, India
Company Location

Decodermind

WE BUILD & DELIVER SMART SOLUTIONS
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Key Clients:
  • Just Ads
  • The BIM Hub
  • Curious
  • Excopia
About

Decodermind is an accomplished software development company with a wide-ranging expertise that spans from crafting mobile applications to building robust web solutions. Our journey commenced with a vision, and over the years, we've grown int... [View Decodermind profile ]

Service Line
10% Artificial Intelligence 15% Custom Software Development 15% Web Development 15% Enterprise App Modernization 15% IT Staff Augmentation 10% Mobile App Development 10% AR/VR Development 5% ERP Consulting And SI 5% CRM Consulting And SI
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Cognitive Computing 20% Chatbots 15% Natural Language Processing 15% Generative AI
  • 25% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
7 Portfolios
Company Portfolios
Birmingham, United Kingdom
Company Location

ClousTech Solutions

Automate your Business Processes
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About

At ClousTech Solutions, we are more than just a software development company; we are your partners in turning concepts into digital realities. With an unwavering passion for innovation and an unyielding commitment to excellence, we stand at the ... [View ClousTech Solutions profile ]

Service Line
10% Artificial Intelligence 10% Web Development 10% Robotics Process Automation 10% Enterprise App Modernization 10% Application Management & Support 10% Application Testing 10% IoT Development 10% Blockchain 10% AR/VR Development 10% E-Commerce Development 10% Wearable App Development 10% Mobile App Development 10% Custom Software Development 5% Web Design 5% Graphic Design 5% Social Media Marketing 5% Email Marketing 5% Search Engine Optimization 5% Digital Marketing
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 20% Chatbots 20% Cognitive Computing 15% Natural Language Processing 10% Swell Commerce 10% Robotics
  • 25% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Tamil Nadu, India
Company Location

Thinkogic

Crafting Digital Solutions
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Thinkogic is at the forefront of digital innovation, developing disruptive solutions for startups and Fortune 500 enterprises. With a devoted team of over 50 experienced and energetic experts, we are digital architects, creating solutions t... [View Thinkogic profile ]

Service Line
10% Artificial Intelligence 25% Mobile App Development 25% Custom Software Development 10% Web Development 10% IoT Development 5% E-Commerce Development 5% Blockchain 5% IT Strategy Consulting 5% Enterprise App Modernization
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Natural Language Processing 25% Robotics 20% Chatbots 5% Cognitive Computing
  • 25% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Maharashtra, India
Company Location

SharpQuet, Inc.

Partner for Digital Transformation
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Key Clients:
  • TKS
  • Reporting MD
  • Graham Healthcare Group,
About

SharpQuest is Custom Software Development and Mobile App Development Company in Michigan, USA and Canada  At SharpQuest, we envision a world where businesses can confidently leverage global resources to complete their mos... [View SharpQuet, Inc. profile ]

Service Line
10% Artificial Intelligence 20% Custom Software Development 15% Mobile App Development 15% Enterprise App Modernization 15% IT Staff Augmentation 10% Cloud Consulting & SI 5% Application Management & Support 5% IT Strategy Consulting 5% BI & Big Data Consulting & SI
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 50% Natural Language Processing 25% Chatbots
  • 25% Machine Learning
10-50
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
4 Portfolios
Company Portfolios
Troy, Michigan, United States
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BlueLabel

Unlock the Power of Generative AI
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About

BlueLabel is a leading software development firm specializing in AI-driven solutions. The team excels in crafting bespoke mobile and web applications, leveraging advanced technologies to deliver intuitive, high-performance digital products. Part... [View BlueLabel profile ]

Service Line
50% Artificial Intelligence 20% Product Design 15% Robotics Process Automation 15% Mobile App Development
  • 50% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 35% AI Consulting 20% Generative AI 15% Chatbots 15% Cognitive Computing
  • 15% Machine Learning
10-50
Employee Size
$75,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
New York, United States
Company Location

ESP Softtech Pvt Ltd.

Think Blockchain, Think ESP
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ESP Softtech Pvt Ltd is a global technology solutions company renowned for its expertise in Blockchain, Web Development, and Mobile development. We excel in delivering innovative technology services that drive business transformation, optimize e... [View ESP Softtech Pvt Ltd. profile ]

Service Line
10% Artificial Intelligence 35% Blockchain 10% Web Development 10% Mobile App Development 5% IoT Development 5% AR/VR Development 5% Cybersecurity 5% Cloud Consulting & SI 5% Web Design 5% UX/UI Design 5% Graphic Design
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 20% Robotics 15% Cognitive Computing 15% Natural Language Processing 15% AI Consulting 10% Generative AI
  • 25% Machine Learning
10-50
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Indore, Madhya Pradesh, India
Company Location

Dotsquares

A CMMi Level 3 Company
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Dotsquares is a leading UK-based firm specializing in website design and mobile app development. With a reputation for excellence, Dotsquares operates an offshore development center in Jaipur, India. The company excels in delivering tailored sol... [View Dotsquares profile ]

Service Line
10% Artificial Intelligence 10% Blockchain 10% Custom Software Development 10% E-Commerce Development 10% Web Development 10% Mobile App Development 10% CRM Consulting And SI 10% Cloud Consulting & SI 10% ERP Consulting And SI 10% IT Managed Services
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Natural Language Processing 25% Robotics
  • 25% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
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Melbourne, Victoria, Australia
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NGS Solution

Change with Technology
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NGS Solution is a cutting-edge technology company specializing in mobile app development, SharePoint, Power BI, and web design services. With a focus on delivering innovative solutions, NGS Solution partners with businesses to enhance their digi... [View NGS Solution profile ]

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10% Artificial Intelligence 15% Custom Software Development 15% Mobile App Development 15% CRM Consulting And SI 15% IT Staff Augmentation 10% Web Development 10% IT Strategy Consulting 10% BI & Big Data Consulting & SI
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 15% Chatbots 15% Natural Language Processing 15% Generative AI 10% Swell Commerce 10% Cognitive Computing 10% AI Consulting
  • 25% Machine Learning
10-50
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Carrollton, Texas, United States
Company Location

CimpleO Group

Web, Mobile & IoT MVP Development Launch Support
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CimpleO is an award-winning development studio that has been delivering high-quality software and hardware solutions since 2012. Their expertise spans web, mobile, and IoT development, and they offer services including strategy & planning, U... [View CimpleO Group profile ]

Service Line
10% Artificial Intelligence 40% IoT Development 20% Web Development 10% Custom Software Development 10% Mobile App Development 10% Web Design
  • 10% Artificial Intelligence
Artificial Intelligence
25% Machine Learning 25% Chatbots 25% Cognitive Computing 25% Natural Language Processing
  • 25% Machine Learning
10-50
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Wan Chai, Hong Kong S.A.R.
Company Location

Plex Bit Infosystem

IT Service for Your Business Digital Identity
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About

Plex Bit Infosystems is a global IT-services firm operating out of Nepal and the Netherlands (with presence also in India and Spain). They specialize in delivering custom tech solutions — including web and mobile application development, ecomm... [View Plex Bit Infosystem profile ]

Service Line
30% Artificial Intelligence 30% IT Staff Augmentation 15% Mobile App Development 15% Web Development 10% E-Commerce Development
  • 30% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 10% Cognitive Computing 10% Robotics 10% Generative AI 10% LLM
  • 20% Machine Learning
10-50
Employee Size
$1,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Amsterdam, North Holland, Netherlands
Company Location

Crest Infosystems Private Limited

Leading Software Development Services Provider Company
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Key Clients:
  • Unifies MFG
  • OMNNA
  • LBM LIFT OFF
About

Crest Infosystems is a Software Development Services Provider Company with 13+ years of experience developing future-ready custom business solutions. We have served 80+ clientele and built worldwide recognition in building enterprise development... [View Crest Infosystems Private Limited profile ]

Service Line
13% Artificial Intelligence 13% Custom Software Development 13% Web Development 13% Mobile App Development 13% Wearable App Development 13% AR/VR Development 13% E-Commerce Development 13% IoT Development 13% Blockchain 13% Application Management & Support 13% Enterprise App Modernization 7% Application Testing
  • 13% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 20% Chatbots 20% Natural Language Processing 20% Robotics 15% Cognitive Computing 5% Swell Commerce
  • 20% Machine Learning
201-300
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
4 Portfolios
Company Portfolios
Seattle, Washington, United States
Company Location

Epam

Engineering the future.
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Key Clients:
  • Google
  • Microsoft
  • Adobe
About

EPAM has been a global digital transformation services provider since 1993. The firm has been excelling in digital & physical product development and engineering. With their integrated advisory, consulting, and design capabilities, their hyb... [View Epam profile ]

Service Line
5% Artificial Intelligence 15% Custom Software Development 10% Web Design 5% Search Engine Optimization 5% AR/VR Development 5% Mobile & App Marketing 5% Digital Marketing 5% Mobile App Development 5% IoT Development 5% Blockchain 5% Application Management & Support 5% Enterprise App Modernization 5% IT Strategy Consulting 5% BI & Big Data Consulting & SI 5% Cloud Consulting & SI 5% Cybersecurity 5% IT Managed Services
  • 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
701-800
Employee Size
$1,00,000+
Min. Project Size
$150 - $199 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Newtown, Pennsylvania, United States
Company Location

Impetus

Leap to the cloud and become future-ready
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Key Clients:
  • American Express
  • Fannie Mae
  • Toyota
About

Impetus has been dedicated to driving business impact for Fortune 1000 enterprises with their innovative solutions. They are a global giant and have established a reputation for the type of work they have been doing. Impetus offers an entire cat... [View Impetus profile ]

Service Line
5% Artificial Intelligence 10% Web Design 5% Cloud Consulting & SI 5% Mobile App Development 5% Digital Marketing 5% Custom Software Development 5% IT Managed Services 5% Cybersecurity 5% ECM Consulting And SI 5% CRM Consulting And SI 5% Mobile & App Marketing 5% BI & Big Data Consulting & SI 5% IT Strategy Consulting 5% Robotics Process Automation 5% Enterprise App Modernization 5% Application Management & Support 5% Blockchain 5% IoT Development 5% AR/VR Development
  • 5% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Chatbots 20% Cognitive Computing 15% Swell Commerce 15% Natural Language Processing 15% Robotics
  • 15% Machine Learning
101-200
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Los Gatos, California, United States
Company Location

Rishabh Software

We Are The Technology Experts Who Care
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About

Driving Global Customer Success by Delivering Superior Value We are a digital engineering and enterprise transformation leader delivering exceptional value to our clients worldwide. With a multinational team of over 800 skilled professional... [View Rishabh Software profile ]

Service Line
10% Artificial Intelligence 10% Custom Software Development 10% Enterprise App Modernization 10% BI & Big Data Consulting & SI 10% Cloud Consulting & SI 10% UX/UI Design 5% Web Development 5% Mobile App Development 5% E-Commerce Development 5% IoT Development 5% Application Testing 5% Application Management & Support 5% Robotics Process Automation 5% Web Design
  • 10% Artificial Intelligence
Artificial Intelligence
15% Machine Learning 20% Generative AI 20% AI Agent 15% AI Consulting 10% Chatbots 10% Cognitive Computing 10% Natural Language Processing
  • 15% Machine Learning
601-700
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Vadodara, Gujarat, India
Company Location

Codiant Software Technologies

Ultimate Mobile App & Web Solutions Provider for Every Domain
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About

Codiant- A Yash Technologies Company is an industry-leading Mobile App Development and Custom Web Product Development Company that offers customized services in iPhone, iPad and Android app development, UI/UX Development, Enterprise Mobility Sol... [View Codiant Software Technologies profile ]

Service Line
10% Artificial Intelligence 10% Web Development 10% Mobile App Development 10% Web Design 10% UX/UI Design 5% Custom Software Development 5% Wearable App Development 5% E-Commerce Development 5% Blockchain 5% IT Strategy Consulting 5% Content Marketing 5% Email Marketing 5% Search Engine Optimization 5% Pay Per Click 5% Graphic Design
  • 10% Artificial Intelligence
Artificial Intelligence
20% Machine Learning 30% AI Consulting 20% Natural Language Processing 20% Generative AI 10% Chatbots
  • 20% Machine Learning
201-300
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Illinois, United States
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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