Bpower2

Enhancing people's brainpower Machine Learning

1. Complex and Non-standard Process Automation

We help organisations automate a wide range of business processes, with the use of our solutions based on Artificial Intelligence. In a joint workshop we assist clients in their understanding where, in their specific case, it is best to use Machine Learning technology, Deep Learning or other algorithms for analysing texts, documents, shapes, etc.

For instance, our systems can analyse any document. We are able to read data from invoices and bills regardless of their format, and other related document setups. The advantage of using our solution is that it does not require creating templates and is fully flexible regarding any associated parameters. Support for further languages, or for any additional related document elements that should be read during the document analysis, can be easily added at any stage of building the solution.

For example:
• Forms data (company name, VAT number, bank account)
• Claims, project names
• Other important information in classified documents

2. Objects and Shapes Detection and Analytics

We help organisations make business use of different types of data collected by them, including objects and shapes detection and analysis. During joint discovery workshops, existing data is verified, its quality determined, and possible deficiencies identified. Various options are then being discussed, regarding the possibility of this data analysis, and, if a particular path is identified, how to move from the current state of data understanding, to the target state, i.e. what the client would like to achieve from their data analysis in the future.

Examples of projects include:
• Analysis of data from industrial sensors in terms of their completeness, in order to build a system warning about an impending event in the factory (e.g. filter clogging), or decision support whilst increasing the energy efficiency of device systems.
• Solutions for analysing large amounts of data, e.g. related to weather simulations, or aerodynamic optimisations when designing car parts, etc.

3. Data Analytics with Artificial Intelligence

We help organisations build and implement systems enabling decision making based on complex data analysis of the data collected by them. Artificial Intelligence based on Machine Learning Technology is used, in order to ensure maximum of effectiveness and efficiency of the applied analytics.

During joint discovery workshops, existing organisational data is verified, its quality determined, and possible deficiencies identified. Various options are then being discussed, regarding the possibility of this data analysis, and, if required a path is identified how to move from the current understanding of data to the target state, i.e. what the organisation would like to achieve from their data analysis in the future.

4. Expert Systems to Support Decision Making

We help organisations build and implement systems enabling decision making based on complex data analysis of the data collected by them. Artificial Intelligence based on Machine Learning Technology is used, in order to ensure maximum of effectiveness and efficiency of the applied analytics.

As an example, our solutions help increase the organisation’s productivity by supporting employees’ work planning, correlating it with the company’s goals and its liquidity.

We help in both, the preparation of models and analysers, and the interfaces for the systems they use. The approach to employees during the systems’ implementation is also very important. Our human business process optimisation coaches work alongside the introduced IT systems to orchestrate the implementation of changes in both technical and human areas.

Machine Learning helps in:

Optical character recognition

Finding answers hidden in the data