Case studies

See how teams sped up calculations and improved accuracy while keeping full transparency and reproducibility.

How we structure each case

  • Context: line of business, scale, regulatory setting.

  • Challenge: where the process bottlenecked (time, quality, auditability).

  • Approach: Predictura configuration (modules, parameters, integrations).

  • Outcome: before/after KPIs (time, cost, accuracy, reproducibility).

  • Takeaways: what worked and how to transfer it elsewhere.

Example (4Insurance — anonymised)

  • Challenge: quarterly close took 5–7 days; difficult to reproduce runs.

  • Approach: Scenarios + Reserving (Chain-Ladder/Mack), audit trail, variants V1/V2.

  • Result: calculations in hours (↓80% time), +4–6% IBNR accuracy improvement (QA), full replayability.

  • Lessons: standardising triangles and versioning assumptions speeds up review.

See case studies