Case Studies
Outcomes in Regulated Environments
Anonymized examples of how teams use KLA Digital to ship agents faster and prove it to auditors.
Proof
Real Deployments
Each pilot produces evidence packages regulators recognize.
Tier‑1 European Bank
Basel‑aligned operational risk evidence for credit workflows
Multiple AI initiatives (credit decisioning, fraud analysis, advisory assistants) were blocked in legal review due to fragmented controls and inconsistent audit trails.
Challenges
- Prove fairness and lineage for lending decisions
- Standardize model governance across teams
- Produce regulator‑ready artifacts on demand
Results
- Controls standardized across programs in weeks, not quarters
- Evidence Rooms exported for internal model risk committees
- Pilot expanded to production rollout
EU Healthcare Network
Continuous Annex IV drafts for medical AI
Clinical decision support systems evolved rapidly, but documentation was updated manually and lagged releases.
Challenges
- Maintain traceability for high‑risk clinical use cases
- Refresh Annex IV documentation on every release
- Capture human override decisions for audits
Results
- Annex IV drafts generated automatically from live telemetry
- Three months of manual documentation effort removed
- Audit ledger used for MDR and internal quality reviews
European Insurer
Underwriting agents with human guardrails
Claims and underwriting automation required strict non‑discrimination evidence and human review for edge cases.
Challenges
- Prove non‑discrimination in pricing and approvals
- Keep underwriters in the loop for high‑risk outcomes
- Provide defensible audit trails for regulators
Results
- Human gatekeepers inserted at policy‑defined checkpoints
- Complete decision lineage shared with compliance teams
- Automation shipped without sacrificing oversight