We make sure you’re informed by the right data at the right time, so you can make decisions faster
Clients we’ve supported
Our work
Project duration
11,350 man-hours, 5+ years
Technologies
SAP Analytics tools: Data Service, Information Design Tool, Translation Manager, IQ, BO, BI Web Intelligence.
Data warehouse: Kimball architecture, Snowflake schema.
Database platforms: Microsoft SQL, Oracle SQL, Firebird SQL, SAP SQL (Sybase).
Client challenge/business need
Due to the adaptation of an hourly-rate accounting system, business reporting requirements forced our client to quickly process massive amounts of data.
Solution at a glance
We created new data warehouse, a reporting metalayer and reports based on SAP Analytics tools. Integrated various sources to the warehouse.
Results
Technologies
Microsoft Machine Learning, SAP Manufacturing Execution
Client challenge/business need
To create a test where machine learning identifies defect type and location in printed circuit boards – a test that is simple enough to be used by inexperienced operators.
Solution at a glance
Proekspert extracted the needed data from the Manufacturing Execution System and prepared complex data for a machine learning model trainer. The model was adjusted for each production item’s specifics.
Results
Project duration
2100 man-hours, 1+ years
Technologies
U-net, OpenCV, Postgres, CouchDB
Client challenge/business need
Investigate whether it is technically and commercially feasible through machine learning to obtain information about location and composition of soccer fields.
Solution at a glance
We built an application to select areas of interest, obtain a list of football fields, and view the results using a map application. A distinction is made between the fields covered with natural grass and artificial turf.
Results
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Technologies
PyTorch, Detectron2, fast.ai, yolov5, CVAT, BokehJS
Client challenge/business need
Detect, localize, and classify traffic signs based on images the client has captured beforehand.
Solution at a glance
We developed AI-powered software that helps our client to detect, localize and classify traffic signs based on images the client had captured beforehand.
Results
How we work
Optimize your data strategy with an architectural approach that supports data-driven decisions Proekspert advanced data analytics and business intelligence services share a common aim: confident decision making on every level of your organization.
We help you clarify your company’s business intelligence goals and vision, assess requirements, and determine the next steps to move confidently into the future.
Together we assess the BI situation and processes. You get realistic expectations of what BI can do. The project is begun only if real business value can be created.
We evaluate your current BI stack based on your requirements and provide an unbiased recommendation for an optimal toolset. This enables more confidence in future BI investments.
We define clear roles and responsibilities and a roadmap for sustainable implementation. This enables faster time to value, quick adaptation to business changes, and increased data literacy in your organization.
We use rapid prototyping. With fast time to value in mind, we incrementally build a data management and analytics ecosystem that can support rapidly changing business and data needs.
Proekspert’s BI team is an interdisciplinary team whose passion is BI. They are focused on modern cloud technologies, but their experience includes on-premise Microsoft BI, SAP BusinessObjects and Oracle, Azure, AWS, Databricks, Snowflake, dbt, DataOps, Data Vault and, of course, industry-standard front-end tools like Power BI and Tableau.
Focus areas
Technologies and methods
Tools and frameworks
Applications and use cases
BI tools
Discovery and implementation
ETL competences
Data governance
Data warehouse
Drop us a description of your BI plans or a challenge you have faced, and we will map your way to insights. Together we get a clear understanding of what it takes to ensure confident decision making in every role of your organization.
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