Machine Learning Development

Make data work for your business with the help of machine learning solutions development.

Apply machine learning to real-time analytics, data security, data management, sales forecasting, and personalized data visualization to level up your business.

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The machine learning market revenue is expected to grow to $20b by 2025. The return on investment for an average machine learning initiative in the first year is 2-5 times the cost. For comparison, the average cost of developing and implementing an ML model and its solutions vary from hundreds of thousands of US dollars to several million.
ML solutions are super-efficient and here’s why:
  • Getting insights from processing large amounts of unstructured data You gain access to the insights hidden in an array of unstructured business and user behavior data. These insights can help provide a unique user experience or custom business solutions. Also, data often contains a huge potential for automating and streamlining current business processes, especially when it comes to complex systems that are difficult for a person to evaluate.
  • Workflow and routine task automation Machine learning shows promising results in data automation and classification, reporting, IT threat monitoring, fraudulent attacks prevention, supply chains and internal auditing. However, to realize the full potential of the technology, you must assign a dedicated team from among the process managers. Programmers and Data Scientists cannot understand your processes better than people in the field.
  • Improving customer experience and performance marketing Machine learning is a valuable marketing tool as it provides almost endless opportunities for customizing messaging and customer profiles. This will personalize your marketing without reaching for the help of copywriters or advertising agents.

We can help you understand which ML solution is best for your particular case.

Get in touch
If you are looking for a reliable ML development and adoption partner, contact us for a free consultation. Get in touch

The machine learning development challenges you should be aware of

Here are the main pitfalls to consider. The most important thing before you start your ML project is to understand the difficulties that you may face during development and implementation stages.
Data ordering and data cleaning issues

The problem of data cleanliness and ordering may not be systematized, but you definitely do not want the ML system to draw conclusions based on data that is not connected in any way in real life. Therefore, before feeding data to the system, data engineers must structure the underlying data. If you arrange the data incorrectly, then the ML system can make conclusions, which will not have any connection with the real behavior of your processes or clients.

Lack of sufficient data

You need a lot of data to train an ML model. The more data you have, the better the results will be. This means that in most cases, with a small amount of data, training the ML model is impossible. Consider this if you are a small or medium size business that does not have access to large databases and does not aggregate user or customer data.

Lack of qualified personnel and high prices

The process of developing, configuring and training an ML algorithm requires highly qualified specialists who are not very easy to find, given the booming market demand for machine learning. Evaluate the qualifications of your engineering partners in advance, and do not expect to save on the development. ML development requires significant investments, but the results are worth it.

High testing infrastructure requirements

Data modeling and ML testing need to re-produce real-life infrastructure environments. How would you know the obtained results are good if you don’t have enough infrastructure to imitate the environment? This is a common problem for those companies that want to apply the results of models trained on other businesses’ or publicly open datasets. Make sure you have all the technical requirements to test the results.

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

Machine Learning Development Services

01
Computer Vision

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

02
Natural Language Processing

Gain insights for decision making
Upgrade personalization and target services
Improve the customer experience

03
Predictive Analytics

Anticipate customer actions
Apply data-driven insights
Prevent adverse events

04
Customer Behavior Analysis

Create customer engagement
Increase customer retention
Gain market share

05
Anomaly Detection

Prevent fraud and security breaches
Recognize changes in patient conditions
Detect product counterfeits

06
Recommendation System

Decrease customer bounce rate
Increase customer engagement
Impact lifetime customer value

07
Data Mining

Reveal insights from raw data
Make data-driven decisions
Discover market trends

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

What our clients say

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See for yourself how Unicsoft’s machine learning agency helps companies leverage their data

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Unicsoft’s Approach to Machine Learning Solutions Development

01
Data Examination
Machine learning experts gather data from business-related sources, analyses, and extraction to achieve a deep understanding of targeted customer segments.
02
Data Preparation
With the help of Machine Learning algorithms, we sort, organize, archive, and eliminate raw data to enhance its quality and relevance.
03
Model Development
Our experts build and train models to evaluate how efficient and accurate they are at achieving the desired result.
04
Model Deployment
We collect feedback from clients throughout the model-building process to ensure 100% satisfaction before deployment.
01. Data Examination
Machine learning experts gather data from business-related sources, analyses, and extraction to achieve a deep understanding of targeted customer segments.
02. Data Preparation
With the help of Machine Learning algorithms, we sort, organize, archive, and eliminate raw data to enhance its quality and relevance.
03. Model Development
Our experts build and train models to evaluate how efficient and accurate they are at achieving the desired result.
04. Model Deployment
We collect feedback from clients throughout the model-building process to ensure 100% satisfaction before deployment.
Data Science
Data Science
As a trusted machine learning development company, we help businesses overcome their challenges quickly 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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F.A.Q.

What are the benefits of machine learning?plus
Machine learning development services provide companies with a range of benefits. These include:
  • Task automation
  • Personalized customer experience
  • Real-time decision making
  • Predicting customer behavior
  • Enhanced security
  • Why should I choose Unicsoft as my machine learning development company?plus
    Unicsoft’s machine learning agency allows companies of any size to leverage ML to meet their specific business needs and drive breakthrough results. Our experts help you analyze customer behavior, prevent fraud and security breaches, gain valuable insights for your business growth, and much more. You will be guided through all the necessary steps to ensure a comprehensive understanding of your data and how to get the most out of it.

    What is your approach to machine learning consulting?plus
    Unicsoft’s approach to machine learning solutions development consists of several stages. 1. We explore and analyze your business data needs. 2. We clean the results to reveal only the most qualified and relevant data. 3. We build models and test them to develop the most efficient analytics for your needs. 4. We evaluate your feedback on the models and continue developing them once you are satisfied with the results.
    Share With Us Your Machine Learning Case!
    Get a Free Consultation!
    You will receive a reply within 24 hours.

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