APPLY AI AND ML TO YOUR BUSINESS, SURPRISE THE COMPETITION
ARTIFICIAL INTELLIGENCE WITH APPLIED MACHINE LEARNING
By incorporating AI into software building, we can promote solutions that explore ML to solve your business problems. This will work to improve your company's operational processes, identify profitable opportunities – or avoid unknown risks. With ML, we empower businesses with solutions that range from automation of domain knowledge to predictive analysis.
WHERE TO APPLY
MACHINE LEARNING
Our ML consultants provide strategic guidance on all ML development projects. By analyzing your business processes and data sources, we’ll begin with goal establishment and offer scenarios for optimization with ML algorithms, defining the expected results, selecting technologies, and describing the scope of development.
MODELS THAT MAKE A DIFFERENCE
Depending on the data available and the business goals outlined, we offer ideal ML modeling algorithms. To prepare rich and healthy data sets for effective modeling, we handle all data-related processes, including data collection, cleaning, and structuring. We build customized models and use ready-made ML models, evaluating their effectiveness so that the trained data can fulfill it’s tasks in a correct and stable manner.
A SMART BUSINESS IS A QUICK AND AI-INTELLIGENT BUSINESS
Some examples of artificial intelligence use include: fraud detection, logistics optimization, competitive price analysis, credit release, emotion analysis based on text/voice, equipment failure prediction, and data network intrusion detection.
YOUR BUSINESS INTEGRATED WITH REAL TIME DECISIONS
We create ML applications that integrate with your corporate systems and generate intelligent insights for your business without the need for specific development. This can be done in stream or batch processing, with algorithms to organize incoming data and recognize patterns. Such data comes from different sources, like event streaming platforms data producers or data flow from API managers, databases, microservices, spreadsheets, and so on.
WHAT WE DO IN AI/ML CONSULTING WORK:
Build
We enrich ML standard models with custom pre-processed data scripts for data vectoring, outlier removal, and correlations. By uploading the prepared data set, we build ML models according to your objectives.
Train
We run training algorithms that find dependencies on different data sets, including structured and unstructured data, generated by humans and provided by systems.
Improve
We evaluate the results generated by ML models and adjust their parameters continuously until we achieve the appropriate results.
Publish
We group the source code from the ML model into a separate container, publishing it on the appropariate platform, so that you can benefit from the recently generated data.
TOOLS WE USE
One of our ML tools is TensorFlow. TensorFlow is an open source platform designed for machine learning solutions. It has a flexible and comprehensive ecosystem of tools, libraries, and community resources. This allows researchers to develop the most modern solutions and easily build and deploy applications with ML.
With TensorFlow Extended (TFX) it is possible to have a complete production ML pipeline. The most suitable ML tool for mobile devices is TensorFlow Lite, which allows the execution of ML in JavaScript environments using TensorFlow.js
