Identifying business use cases through ideation & scoping workshops
Repair systems before they break
Repair systems before they break. Our data-based early forecast provides information on when machines and systems show anomalies, when they need to be serviced and which default probabilities they have.
Why Basefarm?
Based on comprehensive experience in the industry sector, we can develop domain-specific solutions to the specification of our clients. We utilize state-of-the-art machine learning processes to detect and classify patterns in substantial sensor data and to develop forecast models and alert systems.
In cooperation with our internal data engineers, we can support our clients comprehensively in productive implementing such as early warning systems, either as a remote service or as an on-premise solution. We advise our clients with a particular emphasis on data security. Following the analysis phase, we are also able to give clients recommendations for optimized sensor concepts. A specific recommendation could be, for example, installing more or fewer sensors in order to improve the database.
Big data Blog
CASE STUDY:
DATA THINKING
AT C-LEVEL
- Project: Capability assessment and development of a data maturity roadmap for an international retail holding
- Approach: Workshops and individual interviews with business units and IT;
“ There are no best practices out there
– just practices to learn from and get inspired by.”
– Florian Dohmann, Senior Data Scientist
- Capability Assessment – unique model for the evaluation and analysis of operational and organizational skills and competencies within a company (data, algorithms, technology, mindset), fit gap analyses, determination of key insights and recommended actions
- Results: Identification and prioritization of recommended actions, data maturity roadmap (planned for 24 months)