Fintech / Credit risk2026
A causally-audited reinforcement-learning pipeline for loan/insurance offer optimization, built on real BPI Challenge 2017 event data.
- Offers in demand model
- 42,821
- Events / applications
- 193,849 / 31,509
View case study Supply chain / Operations research2025
RL agents that match classical optimal stock policies on fixed lead-times and outperform them when lead-times vary.
- Optimality gap vs C-S (fixed LT)
- 0.02%
- Lift vs alternatives (varying LT)
- +4.1%
View case study 