GermanyPublic sector2024 – ongoingFederal Financial Supervisory Authority
AI-enhanced alert and market-analysis system
BaFin said AI improved the accuracy of its market-abuse surveillance
Problem
Germany's financial supervisor needed to detect market abuse and suspicious trading patterns. Its surveillance system generated alerts for market analysis.
Approach
BaFin began using AI in its alert and market-analysis system in 2024. President Mark Branson said in June 2025 that the system's analysis had become more accurate. He did not disclose the model or a numerical accuracy comparison.
Results
No published figures
Takeaway
BaFin reported an improvement in surveillance analysis. It did not quantify additional offenders caught or changes in false alerts.
Categories
- Industry
- Public sector
- Business function
- Finance, risk and legal
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Built in-house
- Goal
- Quality and risk
- Evidence
- Company's own claim
Sources
Source summaries
Reuters reported Branson's statement that BaFin had added AI to its surveillance system the previous year. The claim of better accuracy came from BaFin's president and included no measured accuracy figures.
Full details are in the original sources.
