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Top 10 AI/ML Solution Development Companies By The Software Outsourcing Journal

kokou adzo



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AI/ML means Artificial Intelligence and Machine Learning. They both represent a crucial evolution in data processing and computer science. 

If you are searching for a perfect blend of innovation and cutting-edge technology in AI and ML, you’ve come to the right place. Our top AI/ML solution development companies by the Software Outsourcing Directory Journal can unlock your potential. 

We will explore the handpicked selection of companies that stand out as trailblazers in the industry. Keep scrolling down and settle on the best partner! 

The Role Of AI/ML In Your Business Development

AI refers to algorithms and processes that can mimic human intelligence. For example, it may have cognitive functions, like learning or perception. Meanwhile, ML, DL (Deep Learning), and Natural Language Processing (NLP) are subsets of AI. 

AI/ML is now one of the most powerful tools that businesses can apply differently to expand their development. In many cognitive projects, machines make up to 80% of decisions, and the other 20% is made by humans

But how can AI/ML have that much impact? The answer lies in the benefits that this technology brings about.  

Increased organizational performance

AI-related technologies have various practical applications that aid decision-making using adaptive and pertinent information. 

For example, NLP-driven chatbots can assist you in customer service. This solution aims to reply to your customer’s questions immediately and proficiently. And if the chatbots face a complicated question, they can smoothly transfer it to human representatives. 

Reduced costs

Minimizing operating costs is always among the top concerns of every business. Luckily, embracing AI/ML can be an effective method. 

More specifically, AI/ML can help automate manual and data-based tasks, freeing up time from repetitive work. Hence, your employees can dedicate their efforts to high-value jobs.  

Innovative products

Due to the post-pandemic landscape, staying competitive is crucial for businesses. To seize market opportunities, enterprises harness the power of AI to introduce new product offerings. 

For instance, retail companies might develop a mobile shopping app equipped with a virtual assistant. Then, they can understand user preferences and provide tailored product recommendations based on past purchases and individual tastes. 

New sources of revenue

AI and ML can even bring your company a new revenue line. It’s like how a fitness and wellness company releases smart health monitoring devices. This product expansion will increase their revenue significantly. 

AI/ML plays a vital role in business development 

Most Popular AI/ML Solutions 

Enterprises can choose some AI/ML solutions for their business growth in some aspects. Here are the most well-liked options among top AI ML solution development companies in the world:  


Use cases: Image classification, Speech recognition, and Natural language processing  

TensorFlow stands out as a flexible and robust platform for building and using machine learning models. It supports various hardware types, making it valuable for industrial and academic research.  

Scikit Learn

Use cases: Recommender systems, Customer segmentation, and Fraud detection

Scikit Learn is also a Python toolkit that provides practical data analysis and mining tools. It covers a large range of tasks, such as regression, classification, and clustering.  


Use cases: Natural language processing, Generative models, Computer vision, and Open AI

PyTorch is an open-source ML library written in Python. The versatility in computer vision, generative modeling, and NLP makes PyTorch a go-to choice in multiple situations. 


Use cases: Natural language processing and Image classification

Keras has earned a stellar reputation for its straightforwardness and developer-friendly philosophy. Its secret lies in providing a high-level API that offers developers a hassle-free solution to deal with deep learning models. 


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Use cases: Customer churn prediction, Stock value prediction, and Sales forecasting

XGBoost, known as “eXtreme Gradient Boosting,” is a toolkit designed for distributed gradient boosting. With high performance and remarkable adaptability, it surpasses its formidable machine learning capabilities. You can also get tools for fine-tuning and optimizing models. 

There are many AI/ML solutions to choose from 

Top AI/ML Solution Development Companies

If you don’t have time to learn AI/ML solutions and find the best type of AI for a successful business, consider asking an outsourcing company for help. Please check the best game-changers in AI/ML solution development right here. 

1. Saigon Technology

Company size: 400+

Location: Vietnam, Australia, Singapore, Switzerland, USA.

As one of the top AI ML solution development companies worldwide, Saigon Technology focuses on innovative solutions using the power of AI/ML. Hence, it’s at the forefront of delivering cutting-edge services in Vietnam.

Saigon Technology has been in the industry for over a decade, completing more than 500 projects for clients across the globe. Its AI expertise spans various areas, including:

  • Machine Learning
  • Picture Recognition and Object Identification
  • AI-Assisted Chatbot Development
  • AI-Driven Business Intelligence
  • Natural Language Processing 
  • Computer Vision 

Saigon Technology offers AI development services across different industries, including banking, healthcare, real estate, telecom, retail, and Fintech. The team of specialists and researchers always enhances their talents with the latest technologies to fulfill your needs.  

2. STS Software GmbH

Company size: 300+ 

Location: Switzerland

AI development and machine learning are among the services that STS Software GmbH boasts extensive experience in handling. Its expertise in this sector includes the following: 

  • Machine Learning 
  • Computer Vision
  • Image Recognition
  • AI-Assisted Chatbot Development
  • Natural Language Processing

Besides, with a talent pool of over 350 professionals, the company has cultivated a team that excels in AI/ML solutions. Hence, it continues to establish its presence in the competitive Europe area. Now, STS is one of the top AI solution providers in the world. 

3. ODS Group

Company size: 150

Location: Australia

ODS Group is committed to democratizing AI and ensuring that all Australians can benefit from its transformative potential. 

With that thought in mind, ODS Group provides multiple AI development services, such as:

  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • Image Recognition
  • Assisted Chatbot Development
  • AI and Business Intelligence

ODS AI development team takes a comprehensive approach to understand your organization’s needs. They first evaluate your current workflow to identify where AI solutions can enhance efficiency. 

4. TechTIQ Solutions

Company size: 100

Location: Singapore

TechTIQ Solutions is a trusted partner in providing AI-enabled solutions that reduce costs, drive efficiency, and eliminate errors in work processes. You can choose these AI and machine learning services for your business:

  • Computer Vision 
  • Natural Language Processing
  • Recommendation System
  • Signal Processing

TechTIQ Solutions is a young company. However, it has a team of skilled developers who specialize in creating bots, machine learning algorithms, and other software solutions tailored to automate and optimize your business. These talents have made it become one of the fastest growing AI companies

5. Sumatosoft

Company size: <200

Location: USA

Sumatosoft is among the top AI ML solution development companies in the USA. The rich AI/ML development proficiency allows it to master in various sectors, including Ecommerce, marketing, education, finance, and healthcare. 

Besides, Sumatosoft believes in the power of data-driven decision-making. Hence, it integrates AI/ML into its custom software solutions. The list of services offered by this AI solution company is also impressive, including these options:

  • Computer Vision
  • Predictive Modeling
  • Natural Language Processing
  • Sales Intelligence
  • Classification Systems
  • Recommendation Engines
  • Conversational Tools
  • Video/Text/Image Analytics
  • Image/Speech/Face Recognition

6. InData Labs

Company size: 80+

Location: USA

One of the best things about InData Labs is that you have numerous services to choose from. The company offers two main options as follows: 

  • AI & ML: AI Consulting, AI Software Development, Data Science Services, Machine Learning Consulting, Customer Experience Consulting, and AI Mobile App Development
  • Generative AI & GPT: Generative AI Development and GPT Solutions Development

InData Labs uses cutting-edge ML tools and algorithms to assist businesses in developing AI-driven products and solutions that propel them into the future.  

7. LeewayHertz

Company size: 250+

Location: USA 

LeewayHertz understands your diverse needs. Hence, the company provides many services to help you develop your business. Here is what you can receive from it:

  • Machine Learning
  • Deep Learning
  • Predictive Analytics
  • Computer Vision
  • Data Science
  • Data Сapture / OCR

Additionally, LeewayHertz has a Generative AI development team. The developers will create solutions and apps modeled after Stable Diffusion, Midjourney, DALL-E, and ChatGPT.

8. Innowise

Company size: 1,500+

Location: Poland, Germany, Switzerland, Italy, and USA

Innowise Group is a software development agency based in Poland. Yet, it has offices in other countries to serve global clients. 

Visiting Innowise’s website, you will be amazed by its long list of AI/ML services. Your options are:

  • AI: AI Software Development, AI App Development, Artificial Neural Network Design, Neural Network Optimization, AI Consulting, etc.
  • ML: Deep Learning, Data Science, Computer Vision, Speech Recognition, Algorithm Optimization, Predictive Analytics, etc.

9. 10Pearls

Company size: +1,000

Location: USA, Costa Rica, Pakistan, Canada, Colombia, Peru, UK, and UAE

Since its establishment in 2004, 10pearls has developed strongly with offices across different countries. The company has a team of professional AI engineers, researchers, tech consultants, and developers that offer you these services:

  • AI Consultancy
  • Computer Vision
  • Image Processing 
  • Machine Learning
  • Pattern Recognition 

10pearls also provides other emerging tech solutions, such as IoT, blockchain, and sentiment analytics. So come to explore its offers and select the most suitable one for your company.  

10. Markovate

Company size: <50 

Location: USA 

Markovate utilizes predictive analytics tools to create AI digital solutions from scratch or integrate them into existing systems. The company ensures optimal model deployment by transforming legacy data into reusable datasets. 

Many enterprises have used Markovate’s AI services to automate inefficient and time-consuming tasks. If you want to become its client, consider these services: 

  • Machine Learning
  • Natural Learning Processing
  • ML Operations
  • Robotic Process Automation
  • Deep Learning Processing
  • Hire AI & ML Developers

Find the best AI/ML solution development providers 


Partnering with the top 10 AI/ML solution development companies by the Software Outsourcing Journal is essential if you plan to harness the power of this advanced technology for your business needs. So trust them, and they will guide you on your transformative journey. 

Hopefully, our curated list has helped you find your perfect partner. If you have any questions, please feel free to ask. Thank you for reading!



Kokou Adzo is the editor and author of He is passionate about business and tech, and brings you the latest Startup news and information. He graduated from university of Siena (Italy) and Rennes (France) in Communications and Political Science with a Master's Degree. He manages the editorial operations at

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