Compliance‑Driven AI in Regulated Industry
We need it secure. We need it compliant. We need it to not make the auditors cry.
Context / Need
A fintech / healthcare provider dreams of AI but nightmares about auditors. They must keep data on‑prem, log every byte, and still deliver modern experiences to users who expect magic.
Main Actors
- CISO – sleeps with the regulation handbook.
- Data Science Team – wants GPUs yesterday.
- Auditors – waiting with clipboards and infinite patience.
Impact Timeline
| Horizon | Outcome |
|---|---|
| Immediate (Month 0‑1) | On‑prem AI playpen passes security review; no alarms triggered. |
| Mid‑Term (Year 0‑1) | Automated reporting slashes audit prep time; fewer Friday‑night panic emails. |
| Long‑Term (Regulation +++) | Either the company scales safely… or the regulator changes the rules again and everyone cries together. |