The global machine-learning market promises to reach US$79.29 billion in 2024 and peak at US$503.40 billion by 2030, with an annual growth rate of 36.08%. The positive indications in the ML market have encouraged business owners, investors, and service providers to deploy this sector.
Thanks to its capabilities to enhance decision-making and increase efficiency and productivity in business processes, more and more companies have integrated ML technologies as a strategic part of their growth plans.
However, implementing this technology needs more ethical considerations, careful planning, and high initial investments. Regarding this issue, professional ML consulting companies can provide a complete guide to integrating this technology successfully based on their expertise and domain-related experiences.
This article will outline the top ten machine learning consulting companies with qualified criteria of track record, successful portfolios, and industry reputation.
1. Neurond AI
- Founded in: 2020
- Headquarters: Da Nang City, Vietnam
As one of the best AI and Data companies in Vietnam, Neurond offers various AI services, including AI development services, AI consulting, and machine learning solutions.
With expertise in both on-premises and cloud-based deployments, Neurond ensures seamless integration of ML models into existing infrastructure. Neurond’s machine learning engineers implement robust CI/CD pipelines, automating testing, version control, and model versioning to maintain optimal performance and accuracy.
Additionally, the company provides ongoing monitoring and maintenance, tracking performance metrics, data quality, and concept drift to ensure continuous improvement. To meet the unique requirements of each client, Neurond provides tailored machine learning applications through flexible engagement models, including dedicated team and project-based approaches.
2. ScienceSoft
- Founded in: 1989
- Headquarters: McKinney, Texas, United States
As the leading AI and data science company, ScienceSoft offers businesses full-cycle machine learning services, addressing various enterprises’ problems. Indeed, the company’s consulting service supports real project management by implementing ML-based software, advising solutions, and modifying existing initiatives.
With profound domain experience in various industries, such as healthcare, banking, retail, and e-commerce, ScieneSoft assists clients in analyzing root causes, data mining, and forecasting accurately across diverse use cases.
Practically, the company’s ML solutions include natural language processing, financial management, computer vision, customer analytics, supply chain management, and various other applications.
ScienceSoft’s machine learning consulting services commence by analyzing business needs and the existing environment to develop an initial roadmap. Technical design and data preparation will be conducted to ensure the ML solution aligns with all requirements of business processes for successful implementation. Finally, the service will format the machine learning models’ output and monitor the models’ performance to address new business and data analytics questions.
Regarding real-world case studies, ScienceSoft helped develop a desktop app for bioAffinity Technologies to detect lung cancer. Moreover, it supports a European dairy manufacturer in addressing issues of unstable sales performance, which resulted in a 15% increase in sales performance.
3. Netguru
- Founded in: 2008
- Headquarters: Poznań, Poland
With 15+ years on the market, Netguru machine learning development services have delivered solutions throughout 2500 end-to-end projects. Indeed, the company’s data science experts support business transformation in choosing the best approaches for natural language processing, recommendation systems, audio recognition, and computer vision.
Netguru’s advantages lie in a transparent and efficient workflow for robust AI projects, including preparing data for training, choosing an ML algorithm, and deploying the model in real-world applications.
Examples of clients with which the Poznań-based tech company had opportunities to work include Countr, Cocoon Weaver, and KW. Regarding the voice-note-taking app Coccon Weaver, the Netguru solutions have successfully enabled an interactive and engaging experience for users to categorize their voice notes while maintaining impeccable privacy standards.
Meanwhile, the company helped Countr integrate machine learning recommendations and various advanced features to tailor product discovery for users, offering this e-commerce app a competitive edge in the market.
4. Itransition
- Founded in: 1998
- Headquarters: Lakewood City, Colorado, United States
Itransition has 5+ years of experience providing ML solutions for various industries, such as retail, E-commerce, banking, education, marketing, healthcare, and the stock market. Practically, it specializes in creating custom machine learning applications for computer vision, natural language processing, and data mining.
The company’s AI experts collaborate with organizations to understand their business objectives, design tailored ML models, and select the most effective strategies and technologies to achieve optimal results.
Moreover, Itransition’s services encompass the entire ML life cycle, from identifying business requirements to developing high-performance models, ensuring handling complex business challenges.
5. Markovate
- Founded in: 2015
- Headquarters: San Francisco, United States
Markovate has 10 years of experience in artificial intelligence and data science company. It offers a comprehensive range of machine learning services. The company’s deep learning expertise, predictive analytics proficiency, advanced neural network development, and custom machine learning programming empower businesses to solve complex challenges.
From accelerating legal document analysis and drafting for law firms to analyzing large datasets for anomaly detection, Markovate delivers cutting-edge solutions across various industries.
For instance, the company leveraged Generative AI to fasten legal document analysis and drafting for Legal Ally, a medium-sized law firm in Chicago. Additionally, Markovate collaborated with Trapeze to innovate their paratransit transportation system, reducing customer wait times and improving safety features through geospatial technology.
6. AltexSoft
- Founded in: 2007
- Headquarters: California, United States
For 16 years, AltexSoft has provided a comprehensive suite of machine learning services. The company’s machine learning solutions, which leverage expertise in computer vision, advanced data analytics solutions, time series forecasting, and natural language processing, enable businesses to enhance decision-making and product development.
AltexSoft’s proven track record includes successful collaborations with clients across diverse industries. For instance, the company partnered with Homster to develop a personalized property search experience powered by a machine learning-based recommender system.
Additionally, they collaborated with Fareboom to implement a sophisticated fare forecast feature that enhances user experience and drives informed purchasing decisions.
7. WestLink
- Founded in: 2016
- Headquarters: Denver, Colorado, United States
WestLink has successfully partnered with over 100 clients across diverse industries. The company’s core expertise lies in leveraging advanced machine learning technologies to address critical business challenges. From image and speech recognition to customer segmentation and risk analysis, WestLink offers tailored solutions to ensure customer satisfaction and long-term partnerships.
WestLink’s track record of successful projects speaks volumes. For instance, they collaborated with HotelBetter to automate their manual booking process. By developing a proprietary booking engine, HotelBetter empowered travelers to receive personalized hotel recommendations within 24 hours of forwarding their confirmation.
Similarly, their partnership with Revelle Nation involved creating an ML algorithm to match women with their ideal jeans, providing personalized recommendations based on individual body measurements and preferences.
8. Serokell
- Founded in: 2015
- Headquarters: Tallinn, Estonia
This 5-year experience company specializes in computer vision, natural language processing, conversational chatbots, business intelligence, and ML consulting. With a proven track record and a deep understanding of diverse industries, including IoT, telecom, healthcare, education, fintech, e-commerce, and robotics, Serokell delivers innovative ML and AI solutions tailored to specific business needs.
Serokell’s advanced machine-learning techniques enable clients to optimize operations, enhance decision-making, and identify new growth opportunities. Indeed, Serokell’s flexible engagement models, dedicated team, and fixed price ensure clients can choose the best approach to meet their project requirements and budget constraints.
9. InData Labs
- Founded in: 2014
- Headquarters: Nicosia, Cyprus
With over a decade of experience, InData Labs leverages advanced data science techniques to drive business innovation. Focusing on big data visualization, NLP & ChatGPT, predictive analytics, and computer vision, the company grants organizations valuable insights from complex data.
InData Labs’s expertise spans diverse industries, including marketing, healthcare & pharma, game & entertainment, sport & wellness, and fintech. For example, they partnered with a sports advanced analytics company to analyze real-time basketball player data from accelerometer sensors.
Additionally, they worked with a large retailer to modernize their cloud infrastructure and develop a Customer 360 platform. Due to disparate data sources and a robust SaaS architecture, this company’s service enables clients to understand customer behavior comprehensively and make data-driven decisions.
10. Centric
- Founded in: 1999
- Headquarters: Dayton, Ohio, United States
The leading AI consulting firm collaborates closely with clients to develop tailored roadmaps, ensuring a smooth and successful AI adoption journey. By conducting in-depth business case analyses, Centric’s data scientists identify high-impact opportunities that can significantly improve operational efficiency and financial performance.
Through use-case-based methodology, Centric minimizes delivery risks and fosters long-term partnerships. Practically, their projects with renowned organizations such as Omnova Solutions, World Wide Technology, and Special Care Unit demonstrate the ability to deliver exceptional value and drive sustainable growth.
Experience Neurond’s Quality Machine Learning Consulting Service
The article has outlined the list of 10 outstanding machine learning consulting companies. Choosing the right machine learning consulting partner is essential for businesses aiming to leverage AI and data-driven insights effectively.
By understanding the potential benefits of machine learning, identifying key application areas, and familiarizing themselves with the typical stages of machine learning projects, businesses can make informed decisions to drive business success. Contact Neurond’s machine learning consulting service to scale your businesses significantly.