Machine Learning engines drive businesses closer to data management automation and personalization of user interactions. According to the McKinsey report, 56% of enterprises utilize AI and ML technologies to automate at least one of their business functions, such as document processing or HR operations. Many market leaders such as Google and IBM have already gained insights into their consumer behavior and learned how to proactively respond to their needs. 

However, internal experts aren’t always able to cover all of your tech demands. Due to high competition for Machine Learning experts, enterprises from North America and Western Europe still struggle to find qualified specialists for their custom software development. In this scenario, outsourcing ML development to distributed teams is a reasonable solution to both fill in the talent gap and quickly launch the project. But how to select a reliable Machine Learning services company among dozens of IT firms? Keep reading to learn about top players in the industry that will underpin your project’s success.

Selection criteria

With a high demand for Machine Learning, this expertise is becoming an area of focus for many IT outsourcing companies. Clutch lists 2,000+ global tech enterprises that leverage ML to build custom solutions or tailor already existing ones to the clients’ needs. To help you select the best partner that will assist you with ML model development, we have prepared a list of trustworthy Machine Learning services companies from around the world. When compiling a list, we relied on Clutch—a credible source of B2B reviews for engineering, marketing, and business services companies. To begin with, we searched for “top Machine Learning services companies” and then narrowed our selection based on the following aspects:

  • 250+ seasoned experts on board. The vendors on the list are midsize and large tech firms since they usually have optimized processes and available talent for your project;
  • 5+ reviews on Clutch and high review scores (4.7+/5) that prove the ML company’s credibility;
  • Minimum ten years of industry expertise in Machine Learning, including experience with NLP software development, Deep Learning, and AI algorithms;
  • An extensive portfolio of Machine Learning projects supported by client testimonials.

Most reliable Machine Learning services providers: a list of best global industry players

1. N-iX

N-iX is a trusted European software development company that has been on the international market for more than 21 years. The vendor has a large portfolio of long-lasting partnerships in various industries, including manufacturing, telecommunications, agritech, retail, and more. Its client list spans a number of top global enterprises such as Lebara, Gogo, Currencycloud, and many Fortune 500 companies. N-iX is well-recognized in the international tech community: it has repeatedly appeared in the top positions of IAOP, CRN, Forbes, and other rankings.

The Machine Learning services company has solid experience in delivering ML-powered solutions, including self-taught analytical tools, fraud detection software, and Natural Language Processing systems. Apart from these technologies, N-iX engineers are well-versed in the integration of neural networks and Deep Learning models into the existing solutions. Most of the vendor’s partners that have needed assistance with Machine Learning are large enterprises. For example, one of the most notable ML projects focused on the integration of a Machine Learning model for a Fortune 100 industrial supply chain vendor. As a result, the automated ML warehouse management system could seamlessly scan the barcodes and textual information on the boxes.

N-iX is a top machine learning services company: 20 years of experience, 100+ clients, 2,000 experts

2. Perficient Latin America

Founded in 1986, this engineering vendor is one of the most experienced Machine Learning services companies on the list. The vendor’s portfolio spans projects for advertising and marketing, finance, supply chain, logistics, and many other industries. Their in-house team develops custom Machine Learning solutions, including ML-powered chatbots, voice recognition systems, as well as Deep Learning models.

Perficient Latin America: year of foundation, number of employees, key clients

3. CHI Software

Another representative of reliable Machine Learning service providers, this tech vendor has a proven track record of collaborations with businesses from North America and Western Europe. The vendor’s engineers deal with the development of recommender and fraud detection systems, audio recognition software, NLP chatbots, and signal processing solutions.

CHI Software: year of foundation, number of employees, key clients

4. Zfort Group

This is a Machine Learning service provider with versatile industry expertise: the vendor has established fruitful partnerships with clients in e-commerce, education, finance, hospitality, and more. The company has 20+ years of market experience and an extensive portfolio of ML-related projects. Their service list spans the development of image recognition software, NLP models, object and fraud detection solutions, as well as the implementation of recommender systems.

Zfort Group: year of foundation, number of employees, key clients


This tech enterprise is among the largest Machine Learning services companies in our selection. Since the vendor was set up in 1991, it has opened its R&D centers in Estonia, Ukraine, Germany, Poland, Switzerland, and other countries across the globe. The company offers a wide range of Machine Learning services, namely, ML model development, building of NLP solutions, as well as Deep Learning and neural network development. 

ELEKS: year of foundation, number of employees, key clients

6. Symphony Solutions

Another well-known player in the industry, this engineering vendor has over 600 tech experts on board. Their in-house team successfully delivered projects for education, gaming, healthcare, and other domains. During 12+ years on the market, this IT vendor has provided help with Machine Learning solution implementation as well as the integration of NLP algorithms and Deep Learning models.

Symphony Solutions: year of foundation, number of employees, key clients

7. Trantor

Although this Machine Learning development company is the youngest on the list, it has earned industry recognition for providing high-quality custom software development services. This IT firm has delivered over 500 solutions for clients from advertising, consumer products and services, finance, hospitality, and other industries. Its service list comprises Machine Learning consulting, the development of fraud detection solutions, implementation of neural networks and Deep Learning models. Apart from ML expertise, their engineering team has sound knowledge in building Artificial Intelligence applications.

Trantor: year of foundation, number of employees, key clients

8. First Line Software

This midsize European engineering company has over 12 years of experience in delivering projects for healthcare, e-commerce, government, supply chain, and other domains. Their team has solid knowledge in the development of custom ML solutions, implementation of intelligent data management methodology, and building complex AI software.

First Line Software: year of foundation, number of employees, key clients

9. Waverley Software

Since the vendor’s foundation in 1992, this Machine Learning service provider has opened R&D centers in 10 locations across the globe, including Romania, Ukraine, Bolivia, Mexico, and other destinations. Their industry list spans healthcare, finance, retail, education, and energy business verticals. In terms of Machine Learning, the tech company specializes in ML-powered cluster analysis and implementation of unsupervised machine learning algorithms for enterprise solutions.

Waverley Software: year of foundation, number of employees, key clients

10. IBA Group

This is one more example of a Machine Learning service provider with a long market history: the vendor has been implementing tailored solutions since 2005. The company’s client focus is large businesses—half of their partners are banking, finance, and manufacturing enterprises. Their engineering team has a profound knowledge of text mining, Computer Vision, and predictive analytics technologies, as well as Machine Learning in RPA.

IBA Group: year of foundation, number of employees, key clients

11. Elinext

This European tech vendor has 20+ years of proven expertise in custom software development for healthcare, finance, manufacturing, and telecommunications business verticals. The Machine Learning service provider mainly deals with requests from midsize businesses that seek help with the implementation of dataset analysis, image recognition, text categorization, and media analysis features.

Elinext: year of foundation, number of employees, key clients

12. Software Mind

Staffing over 1,100 seasoned developers, this is another large Machine Learning services company on our list. Their team has dedicated its engineering efforts to handle projects for finance, telecommunications, gambling, e-commerce, and other domains. Its key ML focus areas are the implementation of Deep Learning algorithms, probabilistic programming, and the development of NLP software.

Software Mind: year of foundation, number of employees, key clients

13. QBurst

This well-recognized Machine Learning service provider was set up in 2004. Since then, it has gathered a dedicated team of 2,400+ engineers and opened its R&D centers across India, Poland, and other locations. Their software developers have hands-on experience with Machine Learning and assist clients with Deep Learning, cognitive chatbots development, as well as the implementation of sentiment analysis and fraud detection software.

QBurst: year of foundation, number of employees, key clients

14. Icreon

This is a reliable Indian engineering company with a proven record of ML-related projects. Its multidimensional industry expertise includes retail, consumer products and services, education, finance, manufacturing, media, and other business verticals. The Machine Learning services company provides customized solutions based on advanced ML algorithms. Their team mainly applies their expertise to develop Machine Learning chatbots and ML-powered target marketing software.

Icreon: year of foundation, number of employees, key clients

15. Intetics

With 25+ years of market presence, this is one of the most experienced Machine Learning services companies in our selection. During this timespan, their team has grown to 900+ engineers that primarily focus on custom solution development for education, finance, and healthcare industries. The vendor’s portfolio in Machine Learning includes the implementation of medical and laboratory data processing software, ML-powered price prediction solutions, scent recognition and analysis features, emotion recognition technology, and more.

Intetics: year of foundation, number of employees, key clients

16. Northern Lights Technology Development

This is an Asian IT firm that has its R&D centers in the Philippines, China, and India. Their engineering team focuses primarily on custom software, mobile app, and web solution development. The vendor’s key ML implementation focus is Machine Learning algorithms for analyzing user and organizational preferences.

Northern Lights Technology Development: year of foundation, number of employees, key clients

17. EffectiveSoft

Another midsize Machine Learning service provider on our list, this IT vendor has around 300 seasoned tech specialists on board. During 20+ years of its market presence, the company has handled over 800 projects for clients in healthcare, fintech, e-commerce, logistics, and telecommunications. Their list of ML-related services covers the implementation of Machine Learning algorithms, Deep Learning models, as well as NLP, predictive analytics, and Computer Vision technologies.

EffectiveSoft: year of foundation, number of employees, key clients

18. STX Next

One more notable name among top Machine Learning service providers, this engineering vendor focuses on end-to-end web development and the implementation of cross-platform mobile applications. Since the vendor was set up in 2005, it has solved technical challenges for more than 250 partners mostly from finance, healthcare, e-commerce, and advertising business verticals. The company’s software developers are skilled in Natural Language Processing, computer vision, and recommendation algorithms. 

STX Next: year of foundation, number of employees, key clients

19. Cygnet Infotech

With over 16 industries in its portfolio, this is another versatile tech enterprise in our selection. During 20+ years on the market, the company has established durable partnerships with clients in healthcare, telecommunications, e-commerce, and logistics. The vendor’s ML experts offer help with Natural Language Processing, Computer Vision, predictive analytics, and the development of recommendation engines.

Cygnet Infotech: year of foundation, number of employees, key clients

20. Talentica Software

One more representative of Indian Machine Learning services vendors, this IT firm has been on the international market for around 20 years. Its proven engineering expertise includes custom solution development for consumer products and services, healthcare, finance, advertising, and many more domains. The tech vendor specializes in implementing pattern recognition software, NLP, and mathematical optimization algorithms, as well as the development of computer vision and image processing software.

Talentica Software: year of foundation, number of employees, key clients

Related: Machine learning outsourcing: how to fill the draining talent pools?

Tap into top Machine Learning expertise: contact us

Why should you entrust N-iX with your ML-powered task automation?

  • N-iX is a credible European software development company with 21+ years of proven experience in custom software development for manufacturing, telecommunications, healthcare, retail, and agritech domains;
  • The vendor’s team counts 2,200+ seasoned engineers with sound knowledge of Machine Learning and Artificial Intelligence technologies and expertise in Data Analytics and Big Data, Business Intelligence, Cloud, Internet of Things, and UI/UX design;
  • Our client list includes long-term partnerships with international enterprises such as Currencycloud, Gogo, Fluke, Ringier, and many Fortune 500 companies;
  • N-iX has an extensive portfolio of ML projects that cover the development of NLP software, neural networks, Computer Vision solutions, and chatbots, as well as customization of third-party ML solutions to meet clients’ business needs;
  • The vendor complies with international cybersecurity standards, namely ISO 27001:2013, ISO 9001:2015, GDPR, and PCI DSS;
  • The tech enterprise is well-recognized in the industry reaching top positions in the CRN rankings, IAOP Global Outsourcing 100 list, and more.

Have a question?

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N-iX Staff
Igor Tymchuk
Head of Delivery Department, VP Delivery

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