The top 10 machine learning consulting companies of 2025 include Code District, AgileEngine, STX Next, and Diffco. But here’s the thing: the list doesn’t end here.

Machine Learning Development has revolutionized business operations through predictive analytics, automation, and intelligent decision-making. From healthcare to finance, ML development helps organizations extract insights from data, optimize processes, and build adaptive products that evolve with user needs.

The list also features some lesser-known companies that are doing some truly impressive work in machine learning.

You might not hear them mentioned in every conversation, but they’re delivering results for their clients.

We’ve got the full list for you, and trust us, you won’t want to miss this if you are looking to partner with the top machine learning consulting companies.

So, if you want to know why these companies made the cut and who the surprise picks are, you have to stick around till the end.

Without further ado, let’s get started!

How We Chose the Top Machine Learning Consulting Firms for This List

Before we jump into the list of the best machine learning consulting companies, let’s take a step back and talk about what went into ranking them.

Some factors that we considered to rank these companies for this year’s highly anticipated list are:

1. Expertise

A big reason these companies (coming up) made the list is their deep expertise in machine learning.

We have weighed their specialization in deep learning, computer vision, transfer learning, NLP, generative models, and more.

And the best part? They are proficient in using machine learning across diverse industries.

2. Client Experience

Are client satisfied with their work? Do they deliver on time? How effective is the communication, considering the time zone differences?

We’ve factored in client satisfaction, and it’s a major factor in our rating of the machine learning consultants.

3. Team Skills

We considered the experience and qualifications of the agencies in managing real-world use cases.

We sought firms whose data scientists, engineers, and developers possess strong problem-solving skills.

4. Affordability

We get it that not everyone has unlimited resources to build an amazing product. That’s why we looked closely at the hourly rates of these companies for their machine learning development services.

All of the listed companies are affordable, but just to be clear, affordable doesn’t mean you will get a low-quality product or face project management issues during collaboration.

5. Flexibility

Flexibility is key to successful partnerships. We have taken into consideration how flexible the companies are to changing project requirements.

The companies on our list are never thrown off course by sudden shifts.

10 Top Machine Learning Consulting Companies for Hire in 2025

Hundreds of machine learning consultancy companies are out there, but finding ones that know your industry in and out or have real-world experience? That’s a completely different story.

We have gone through a dozen options, did our research, and curated a list of the best agencies with proven expertise.

Here is a table giving an overview of the top machine learning consulting companies:

CompanyBest Known ForNo. of EmployeesClutch Rating (5.0)Location
Code DistrictAI/ML consulting & development250 – 9994.9Washington, DC, USA
AgileEngineCustom software development1,000 – 9,9995.0Boca Raton, FL, USA
STX NextAI development250 – 9994.7Poznań, Poland
DiffcoAI software development50 – 2495.0San Jose, CA, USA
WEZOMCustom software development250 – 9995.0Schaumburg, IL, USA
Systango TechnologiesBlockchain development250 – 9994.8London, England
Onix-SystemsSoftware development250 – 9994.8Kropyvnytskyi, Ukraine
The SilverLogicML services50 – 2495.0Boca Raton, FL, USA
YellowAI consulting50 – 2495.0San Francisco, CA, USA
4softBlockchain services50 – 2495.0Wrocław, Poland

Our Top Picks:

Code District

Verified

Location: Washington, DC, USA

Services: AI development, legacy system modernization, custom software development, chatbot development

AgileEngine

Verified

Location: Boca Raton, FL, USA

Services: AI development, custom software development, UX/UI design, app development

STX Next

Verified

Location: Poznań, Poland

Services: AI development, AI consulting, generative AI, custom software development

1. Code District

Code District is an AI and digital transformation company that was founded back in 2017.

Since its inception, the company has helped startups, scaleups, and large enterprises solve their toughest challenges using modern technology.

Code District has particularly engraved its name among the top machine learning consulting companies.

The company has a strong team of over 200 experts, with approximately 80% being senior or mid-level.

Code District has worked on multiple AI/ML projects across industries, which testifies to its in-depth industry knowledge and technical expertise.

Some of its AI/ML projects include Pharmasift, Healthreel, and Trutrade.

Code District has earned several accolades for client satisfaction, deep industry knowledge, and repeat business.

The company has also earned a spot on the Inc. 5000 list of the Fastest-Growing Companies in the US for 2025.

Also, Code District has earned recognition as the top Machine Learning Company in Washington 2024 and the top Chatbot Development Company in Washington by Clutch.

The company’s dedication to quality management and information security has earned it ISO 9001 and ISO 27001 certifications.

That isn’t the end. Code District is a proud AWS Partner and a member of Forbes Business Council.

Moreover, the company continues to gain recognition under the leadership of CEO Ashar Samdani.

The CEO of Code District is regularly featured in Forbes to share his insights on AI and machine learning with other C-level executives.

Services They Offer

  1. AI/ML Consulting & Development
  2. App Modernization
  3. App Development
  4. Custom Software Development

Company Overview

  1. Min Project Size: $10,000+
  2. Hourly Rate: $25 – $49 / hr
  3. Employees: 250 – 999
  4. Founded: 2017

2. AgileEngine

AgileEngine is a software development company specializing in machine learning consulting services.

They have a team of sharp machine learning consultants who possess in-depth knowledge of the technology and expertise in leveraging machine learning for their clients.

The company has been doing what it does best for the last 15 years: elevating clients’ digital products.

AgileEngine has grown into a massive team of over 1000 experts who take pride in working with Fortune 500 companies.

The company operates in 16 locations worldwide. So if you’re in Argentina, India, Spain, or the US, they might just be down the street.

Clients praise the dedication of the team at AgileEngine for delivering on time and report impressive growth due to the high-quality software solutions they provide.

Services They Offer

  1. AI Development
  2. Custom Software Development
  3. UX/UI Design
  4. App Development

Company Overview

  1. Min Project Size: $25,000+
  2. Hourly Rate: $25 – $49 / hr
  3. Employees: 1000 – 9999
  4. Founded: 2010

3. STX Next

STS Next isn’t your average software development company. They are your partner from day one of consulting through launch and beyond.

The company operates on the mantra that its clients’ win is their win.

They’ve been around for over 20 years and have successfully delivered over 1,000 projects to their global client base.

STX Next boasts a team of 500+ experts who are proficient in delivering data and AI solutions across diverse business verticals.

Their ISO certification and AWS Partner status speak volumes about their technical excellence and industry credibility.

Their team is proficient in languages and frameworks like Python and Node.js. You can also hire Kubernetes developers to tap into their expertise.

Services They Offer

  1. AI Development
  2. ML Consulting
  3. Generative AI
  4. Custom Software Development

Company Overview

  1. Min Project Size: $10,000+
  2. Hourly Rate: $50 – $99 / hr
  3. Employees: 250 – 999
  4. Founded: 2005

4. Diffco

Diffco is a software development company, but everything they do involves AI. It’s fair to say they are an AI-first company.

The company has successfully completed over 1000 projects for more than 400 clients. They’ve done some impressive work across finance, healthcare, and media & entertainment.

Along with ML consulting, they also specialize in creating high-performance mobile apps and user-friendly web apps.

The best part about partnering with Diffco is their transparency and open communication throughout the collaboration.

The company creates an environment where clients feel heard and fully supported.

Clutch recognized Diffco as a top Staff Augmentation company, while Capterra named them one of the top AI Development companies.

Services They Offer

  1. Custom Software Development
  2. Mobile App Development
  3. IT Staff Augmentation
  4. AI Consulting

Company Overview

  1. Min Project Size: $25,000+
  2. Hourly Rate: $50 – $99 / hr
  3. Employees: 50 – 249
  4. Founded: 2008

5. WEZOM

Wezom is one of the top-rated machine learning consulting companies, founded in 1999. They take pride in partnering with businesses of all sizes, including SMBs and large enterprises.

Their team comprises over 275 certified professionals. They have built an extensive portfolio by delivering over 3,500 projects for big names across industries.

They specialize in delivering computer vision solutions, speech recognition solutions, generative AI, and enterprise chatbot development services.

Their services are designed to guide and educate you on which technologies can have the biggest impact on your operations.

Platforms like Techreviewer recognized them as one of the Top 100 EdTech Software Development Companies in 2025.

Services They Offer

  1. AI Development
  2. Custom Software Development
  3. IT Managed Services
  4. E-commerce Development

Company Overview

  1. Min Project Size: $50,000+
  2. Hourly Rate: $25 – $49 / hr
  3. Employees: 250 – 999
  4. Founded: 1999

6. Systango Technologies

Systango Technologies is an ML consultancy company based in London. They’ve been building software solutions that provide tangible outcomes since 2007.

They have a team of 350+ people who are trusted by over 450 clients. Their client base includes startups and established organizations from across the globe.

The company is well-known for its expertise in cloud technologies, Blockchain, and generative AI development.

Systango Technologies focuses on developing conversational AI chatbots, natural language processing solutions, and AI recommendation systems.

Their specialization in these areas has made them the go-to for businesses in retail, finance, and education.

Services They Offer

  1. Blockchain
  2. Generative AI
  3. DevOps Managed Services
  4. AI Consulting

Company Overview

  1. Min Project Size: $10,000+
  2. Hourly Rate: $25 – $49 / hr
  3. Employees: 250 – 999
  4. Founded: 2007

7. Onix-Systems

Onix-Systems is a full-cycle software development company founded in 2000.

The company was founded by three tech enthusiasts, Roman Serebryakov, Edward Prykhodkin, and Dmitry Durach in Kropyvnytskyi, Ukraine.

Onix-Systems has a strong team of over 370 professionals. They’ve successfully delivered more than 1,100 projects across 55+ countries.

They’ve worked in industries like eLearning, healthcare, travel, sports & fitness, and SaaS. And whichever industry they have touched, they have delivered.

Onix-Systems specializes in mobile app development, web development, VR/AR solutions, AI/ML, and providing dedicated development teams.

The company is quick to adapt to technological changes, so the team at Onix-Systems is always ready to tackle whatever challenges come their way.

Services They Offer

  1. Custom Software Development
  2. AI Development
  3. AR/VR Development
  4. ERP Consulting & SI

Company Overview

  1. Min Project Size: $10,000+
  2. Hourly Rate: $25 – $49 / hr
  3. Employees: 250 – 999
  4. Founded: 2000

8. The SilverLogic

The SilverLogic (TSL) is a full-stack development company that excels in machine learning.

The company develops intelligent systems that enable businesses to maximize the value of their data and automate their processes.

Their ML solutions have made a real difference in industries like healthcare, finance, and e-commerce.

They have worked on over 200 projects and are trusted by brands like Clearity, DealHero, and WELD.

For instance, they automated invoice audits for a service broker and helped them recover $250,000 in overbilling within just the first quarter.

That’s the kind of tangible results they deliver.

Services They Offer

  1. AI/ML Development
  2. Custom Software Development
  3. Mobile App Development
  4. Low/No Code Development

Company Overview

  1. Min Project Size: $10,000+
  2. Hourly Rate: $150 – $199 / hr
  3. Employees: 50 – 249
  4. Founded: 2012

9. Yellow

Yellow is one of the highly recognized machine learning consulting companies. The company focuses on creating real business value, not just another piece of software.

The team at Yellow has deep expertise in AI/ML, generative AI, LLM integration, and custom software development.

Yellow builds solutions that help businesses maximize the value of their data and optimize their processes.

Their work spans various industries, including eLearning, healthcare, finance, and SaaS.

And they have built a strong reputation with over 58 five-star Clutch reviews and more than 10 years in the market.

Services They Offer

  1. ML Consulting
  2. AI Development
  3. Web Development
  4. MVP Development

Company Overview

  1. Min Project Size: Undisclosed
  2. Hourly Rate: $50 – $99 / hr
  3. Employees: 50 – 249
  4. Founded: 2015

10. 4soft

4soft is a reliable machine learning consulting firm. The company guides you throughout the SDLC.

The 4soft team understands your requirements and suggests the best approach to resolve your challenges, bringing you closer to your objectives.

Their core specialization is Blockchain, which they’ve been working with since 2015.

Over the years, they’ve expanded their expertise to include digital transformation, data processing, and artificial intelligence projects.

The company takes immense pride in serving various industries, including finance, healthcare, business services, and others.

4soft’s expertise and how they treat their clients have earned them several awards from Clutch.

Services They Offer

  1. Blockchain
  2. ML Consulting
  3. ML Development
  4. AI Development

Company Overview

  1. Min Project Size: $10,000+
  2. Hourly Rate: $50 – $99 / hr
  3. Employees: 50 – 249
  4. Founded: 2013

Other Machine Learning Consulting Companies

Some other notable machine learning consulting firms are as follows:

Here is a table giving an overview of the top machine learning consulting companies:

Company Best Known For No. of Employees Clutch Rating (5.0) Location
HatchWorks AI AI/ML consulting 250 – 999 4.9 Atlanta, GA, USA
InData Labs AI solutions 50 – 249 4.9 Vilnius, Lithuania
Mojotech Custom software development 50 – 249 5.0 Providence, RI, USA
Valere AI app development 50 – 249 4.8 Marlborough, MA, USA
WestLink Software development 50 – 249 5.0 Denver, CO, USA

Why Every Growing Business Needs Machine Learning Consulting

Machine learning services aren’t just for large enterprises. Every business needs machine learning development to improve its return on investment.

Here are some core reasons why machine learning is imperative:

1. Improve Decision-Making

You’ve got data—lots of it. But are you using it to its full potential? Machine learning can help you analyze trends, predict customer behavior, and optimize supply chains.

2. Do Hours of Work in Minutes

Machine learning development can automate repetitive and administrative tasks that slow teams down.

Retailers can automate stock tracking, fintech companies can automate customer support, and healthcare providers can automate scheduling.

3. Get a Real Return on Investment

Machine learning is a strategic investment. Organizations using it can identify high-value customers and run targeted campaigns to drive more sales.

Moreover, machine learning can help prevent fraud and save you millions of dollars.

How to Choose a Machine Learning Company (Tips & Tricks)

Did you know that 8 out of 10 machine learning projects fail to deliver the expected results? It’s shocking, especially when you’re investing heavily and getting nothing in return.

Most startups and scaleups can’t afford to lose so much money on failed projects. The primary reason behind ML project failures is that the development team lacks the necessary skills to make it work.

Choosing the right partner is demanding. However, you can hire machine learning developers easily if you know what to consider. You must do your due diligence.

And if you’re unsure what that is—don’t worry. Just evaluate your potential partners based on these key criteria:

1. Relevant Experience & Expertise

The first thing you do when looking for an ML development partner is to check if they have worked in your industry.

Do they have the necessary expertise and experience to take on your specific use case?

The best way to know this is to either review their case studies or directly ask the potential partner about their portfolio.

Also, don’t hesitate to clear any doubts about their development process and confirm whether they’ve implemented similar solutions before.

2. Client Testimonials

Client testimonials are something that you should never overlook.

These might seem like just another thing, but they demonstrate how well the company handles tight deadlines and provide a genuine sense of their strengths and weaknesses.

You can always head to the websites of machine learning consultancy companies or platforms like Clutch to read their client feedback.

3. Communication & Transparency

The importance of clear communication and transparency doubles when you outsource your machine learning project to an offshore company.

Evaluate how effectively the company manages time zone differences. How quickly do they respond to questions or issues?

Also, make sure they are upfront about their development process, pricing, timelines, and any potential risks.

This transparency will give you a realistic view of what to expect and help avoid costly misunderstandings in the future.

4. Value for Money

Avoid making the mistake of choosing the cheapest option. It’s not about the cheapest but about getting the most value for your investment.

Look for machine learning consulting firms that offer a good balance of cost and expertise.

Also, don’t forget to factor in aspects such as support, scalability, and ongoing maintenance.

Wrapping Up

There you have it—the list of the top 10 machine learning consulting companies that are both dependable and affordable.

We didn’t just drop names while compiling this list; we also considered the very factors you’d look for yourself when choosing a vendor.

These machine learning consulting firms are undoubtedly among the finest; however, choosing the right one is highly subjective.

The best thing you can do is conduct thorough research. Share your requirements with the shortlisted companies and assess their approach to solving your problems using technology.

Good luck with your choice!

Why Big Brands Choose Code District as their Machine Learning Consulting Company

Code District is rated highly among the best machine learning development companies. We are a team of 200+ highly skilled developers, project managers, and QA experts.

We have a proven track record of developing secure and high-performance machine learning solutions across diverse business verticals.

We help businesses automate everyday chores, improve customer retention, and make data-driven decisions.

Book your free consultation now and learn how we can support you with your next machine learning project.

ABOUT THE AUTHOR

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Ashar Samdani
CEO, Code District – a company built from the ground up with a drive to contribute to the tech world he himself is so passionate about. Under his...