1
Curious builder0 XP earned · 300 to level 2
0 daysFinish a lesson to begin
Badge collection0 of 6 unlocked
51 small wins to finish your pathNext question →
What extra considerations apply when deploying AI for customers in regulated industries like banking, insurance or healthcare?
30-second answerSay your answer out loud first, then reveal.
Practical checklist
| Area | What it means for the FDE |
|---|---|
| Data protection | Consent and purpose limitation, minimisation, DPIA, residency, retention and deletion |
| Model risk management | Model inventory, validation reports, performance monitoring, change control |
| Explainability | Reason codes, citations, decision logs that an auditor can follow |
| Human oversight | HITL for adverse or consequential decisions; escalation paths |
| Fairness | Test outcomes across customer segments; avoid protected attributes and proxies |
| Vendor risk | Security questionnaires, certifications (SOC 2, ISO 27001), subprocessors list |
| Records | Immutable audit logs, retention per regulation |
| Incidents | Defined reporting timelines and procedures |
Engagement implications
- Longer timelines: plan for reviews and approvals as milestones.
- Start with internal-facing, assistive use cases (lower regulatory risk) before customer-facing decisions.
- Document everything: design decisions, eval results, limitations.
Note: regulations change. Work with the customer's legal and compliance teams rather than giving legal advice yourself.
Related
Every expert started right here.