NPOO.C3.2.R3-I1.05.0289
AnomalyStudio (AS)
Proof of Concept for an Automated Interpretable and Understandable Root Cause Analysis System for Anomalies
About the Project
IT FROM BIT d.o.o. is implementing a project to increase the company's readiness for the development of new products and processes by improving its research, development, and innovation capacities.
The project aims to prove the concept of AnomalyStudio , an advanced solution for automated detection and Root Cause Analysis (RCA) of anomalies across a wide range of data environments (structured and unstructured). Utilizing advanced machine learning algorithms, Generative AI, and Knowledge Graphs, AnomalyStudio provides users with a deeper understanding of anomalies in real-time, without requiring specialized technical expertise.
Objectives and Expected Results
The primary objective is to advance the solution to Technology Readiness Level 4 (TRL 4), a lab-validated concept. Key expected results:
- Development of laboratory prototypes of algorithms for interpretable clustering, encoding of unstructured data, and RAG-KG for data retrieval and reasoning.
- Validation of the AnomalyStudio system for interpretable and understandable root cause analysis of anomalies.
- Creation of a commercialization plan and verification of the potential for patent protection of intellectual property.
Project Value
- Total project value
- 100,085.10 EUR
- Total eligible costs
- 95,557.10 EUR
- EU grant amount
- 65,990.00 EUR