Machine Learning Consulting

We build custom machine learning solutions for companies of any size to meet their specific business needs and drive breakthrough results.

Machine learning consulting helps identify how your business can benefit from using ML technologies, and create road map for developing and implementing ML solutions.

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With the market size of $11.3b in 2020, machine learning becomes highly important for many industries, from the public sector, transportation and medicine to marketing, sales, finance and insurance.
The technology is widely used for predictive maintenance, supply chain optimization, fraud detection, personalized healthcare, traffic reduction, intelligent flight scheduling and other use cases.

The are two main driving factors for ML adoption in business sector

Small and Medium Sized Enterprises

Small and medium size enterprises are increasing their investments into AI and ML technologies. This is due to the expected decrease of the ICT (acquisition of equipment and computer software) costs that ML brings.

Large Enterprises

For large enterprises, there is an increasing demand for cloud ML solutions. That gives businesses access to enormous amounts of user data that can be used to train ML models and facilitate business growth.

Looking for a reliable partner in ML development? Unicsoft is your one stop solution.

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Thoroughly planning a project's architecture and privacy compliance can future-proof your business by cutting costs on future scaling and legal issues. Get in touch

The challenges to be aware of while developing your ML solution

The most important thing at the consulting stage is to make sure that the client fully understands the difficulties that they may face during the planning, development and implementation of an ML solution. Here are the main pitfalls to consider.
The problem of data cleanliness and ordering

To train an ML model you need data, a lot of data. Oftentimes, businesses simply do not have sufficient data. This is a fundamental obstacle to the use of ML solutions. Also, data can be stored in such a way that access to it is difficult, especially if it is not in the cloud. Before you start, make sure your data is available and there is enough data for effective machine learning.

Data confidentiality requirements

Businesses often use user or customer data to train ML models. Without additional consents, this can be prohibited by the law. Therefore, before starting ML development, consult with a lawyer and make sure that the collection and processing of user data is permissible by your local law.

Time-Consuming Implementation

Developing and implementing machine learning solutions is a much more delicate and time-consuming process than any traditional app or web development. The cost of error is too high, as minimal error can lead to a series of poor results. Plus, learning the ML model and adjusting it often takes a lot of time. If you are not ready to wait, it is better to choose traditional solutions.

High engineering requirements

At the moment, there is a shortage of engineers with sufficient qualifications to successfully work with ML systems. Such specialists are worth their weight in gold. Therefore, when choosing ML consultants or developers, make sure that their qualifications match the complexity of your project. Check out the portfolio of your future team – it will never be superfluous.

Get in touch for a consultation. It's free and we'll help you identify the best ML solution for your needs.

Machine Learning Consulting services

Startups consultingStartups
Enterprise consultingEnterprise
Proactive data strategy
Unicsoft helps startups accelerate growth and gain a defensible, competitive advantage by co-creating data strategy, leading to network effect and AI-driven value. Unicsoft facilitates these proven strategies by building scalable solution architecture and data infrastructure.
Data mining to boost ML products
Young startups often lack the sufficient data needed to apply AI for solving complex real-world problems. As a solution, Unicsoft's data scientists use data mining and data enrichment by scraping open web data or applying available data sets.
Product feasibility study
Unicsoft ranks in the top 3% of world machine learning engineers for helping startups achieve leanness and iterate with speed and cost-effectiveness by providing PoC and rapid prototyping as a service. With a prototype comprising existing AL components, your business can validate product-market fit. Prove your technical feasibility today by building AI PoC with minimal investment.
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Products and services innovation
From driving sales by predicting customers' needs to daily AI-driven support for decision making, Unicsoft helps enterprises innovate their products and services, optimize costs, and beat out the competition by gathering and leveraging data.
AI products conceptualization
We serve enterprise business needs by continuously advancing and beating their competitors through the application of bespoke AI solutions that are proven to resolve pressing issues and outperform numerous outdated “out-of-the-box” products.
Data monetization
The Unicsoft team supports enterprises by generating additional income streams through various data monetization strategies: anonymizing and enriching data to be sold as an asset, applying advanced analytics to trade actionable insights, or building a real-time, analytics-enabled platform as a service.
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Machine Learning development services

Predictive Analytics

Predictive Analytics

Anticipate customer actions
Apply data-driven insight
Prevent adverse events

We help organizations retain customers, improve market understanding and optimize customers’ lifetime value. Being experts in cutting-edge data science and machine learning techniques, we apply deep learning and statistical algorithms to analyze historical data and make accurate predictions for future outcomes.

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Customer behavior analysis

Customer behavior analysis

Create customer engagement
Increase customer spend
Gain market share

We help our customers leverage artificial intelligence to create personalized customer experience based on relevant context and their real-time behavior. Applying machine learning and deep learning techniques in marketing efforts helps businesses spend their budget wisely.

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Anomaly detection

Anomaly detection

Prevent fraud and security breaches
Recognize changes in patients’ condition
Detect product counterfeit

We help businesses detect anomalous data changes and suspicious events by applying anomaly detection techniques within Unicsoft machine learning consulting services. Timely anomaly detection prevents valuable assets damage and saves on business costs.

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Recommendation System

Recommendation System

Decrease customer bounce rate
Increase customer engagement
Impact customers’ lifetim value

Applying data science and machine learning techniques, we create custom solutions with recommendation engines. This approach allows companies to make content recommendations relevant to customer profiles, offer products based on real-time behavior and increase upsells with add-on products.

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Natural Language Processing

Natural Language Processing

Gain insight for decision-making
Better personalize and target services
Improve customer experience

Our team builds natural language processing applications to help organizations optimize enterprise knowledge management, receive insight from human-generated resources, streamline support queries answering, and deliver personalized and super relevant results for searches.

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Computer Vision

Computer Vision

Gain insight from visual data
Reduce manual operations
Increase ROI in marketing

Our computer vision team helps enterprises automate repetitive tasks with OCR and data capturing, automatically identify people and objects in pictures, process medical images,track objects with image segmentation and implement product-matching technology with image similarity search.

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Data mining

Data mining

Extract insight from raw data
Make well-informed decisions
Discover market trends

We help startups enrich their data quickly with relevant insight by gathering amounts of data from a wide range of web resources and identifying patterns among the compiled data. This approach builds insightful foresights for customer behavior, market opportunities and risks.

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Build a brilliant Machine Learning project with us

What our clients say

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How Unicsoft’s machine learning consulting helps companies get the most out of business data

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Unicsoft delivers machine learning consulting services to an array of industries

Fintech
Fintech
Machine learning helps identify customer transaction fraud, evaluate customer credit risks, predict customer churn rates for financial services, predict asset price movements, and personalize product offerings in the Fintech domain.
Fintech
Manufacturing
Manufacturing
Unicsoft’s machine learning applications in manufacturing empower companies to predict failures, recommend proactive maintenance in production, streamline complex processes, and foresee potential constraints in the supply chain.
Manufacturing
Automotive
Automotive
With our machine learning and data science support, businesses can predict vehicle component failures, understand user behavior with virtual assistants, and recognize complex voice commands to access a wider variety of services.
Automotive
Marketing
Marketing
We help companies personalize advertising and recommendations for better targeting, optimize service pricing, discover new trends in consumption patterns, and predict individual customer churn risks to advance their marketing efforts.
Marketing
Retail
Retail
Unicsoft helps maximize retail sales with in-store product assortment while personalizing product recommendations, optimizing logistics and procurement timing, and predicting the market potential for new products with machine learning and data science services.
Retail
Healthcare
Healthcare
Machine learning tools revolutionize healthcare by providing scans and automatically updating data to diagnose known diseases, predict individual healthcare outcomes, optimize resource allocation, and identify fraud and abuse patterns.
Healthcare
Want to start your breakthrough machine learning project with an experienced partner?

Machine Learning Development Approach

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Exploring your business needs and matching data with value to be delivered
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Researching your datasets on ability to meet project goals
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Cleansing data and converting it into unified format
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Selecting modeling technique and testing its quality and validity
05
Evaluating how effectively the model performs to satisfy business needs
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Deploying the solution and providing further maintenance
We utilize custom and open-source machine learning development tools and platforms to build advanced products from scratch and revamp existing solutions.
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Unicsoft relevant data expertise

Data Science
Data Science
As a trusted data science consulting company, we help companies overcome their business challenges timely and effectively with data-driven solutions.
Data Analytics
Data Analytics
We help companies make data-driven decisions by converting piles of unstructured business data into actionable analytics.
Big Data
Big Data
Achieve your business goals by consolidating business data and extracting valuable insights from numerous data sets.

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    Contacts

    Meet us in
    the Americas

    Alex Zavgorodniy
    Founder, CEO
    Address
    110 W Vine St, Lexington, KY, 40507, USA
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    Meet us in
    EMEA

    Miguel Simoes
    Director of Business Development, Web3
    Address
    Georgiou A', 14, Office 15, Potamos Germasogeias, 4047, Limassol, Cyprus
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    Meet us in
    APAC

    Yana Baidatska
    Business Development Manager
    Address
    The Signature, 51 Changi Business Park Central 2, Singapore
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    F.A.Q.

    What are the business benefits of ML consulting services?plus
    With the help of machine learning consulting services, businesses can predict outcomes and prevent asset failures by gathering and leveraging data. ML allows companies to drive innovations and explore new opportunities to grow their business and outpace competitors.

    Why should I choose Unicsoft as my machine learning consulting company?plus
    As a machine learning consulting company, Unicsoft helps startups and enterprises innovate their products and services, optimize costs, and overcome competition by gathering and leveraging data. Our teams of experts provide businesses with insights on how to gain a defensible, competitive advantage via a co-creating data strategy, leading to network effect and AI-driven value. Our highly-rated machine learning engineers help startups achieve leanness and iterate in speed and cost-effectiveness by providing PoC and rapid prototyping as a service.

    What is your approach to machine learning consulting? plus
    Our machine learning consultants provide technical expertise to help companies succeed using minimal resources. We assist you throughout your entire data journey - from exploring and analyzing your data to machine learning deployment.
    Unicsoft
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