system-prompts-and-models-o.../docs/governance/pdpl-nca-ai-control-matrices.md

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# PDPL, NCA ECC, and AI control matrices (operational templates) — WS7
**Not legal advice.** Engineering templates to operationalize [`saudi-compliance-and-ai-governance.md`](saudi-compliance-and-ai-governance.md).
## PDPL control matrix (template)
| Control ID | Topic | Implementation hint | Evidence |
|------------|-------|----------------------|----------|
| PDPL-01 | Lawful basis documented | Link to consent / contract in [`salesflow-saas/docs/legal/`](../../salesflow-saas/docs/legal/) | Policy version + UI copy hash |
| PDPL-02 | Data minimization | Field-level collection review per feature | Design review sign-off |
| PDPL-03 | Subject access / export | Runbook + API capability | Test + ticket |
| PDPL-04 | Retention & deletion | TTL jobs + soft-delete | Job logs |
| PDPL-05 | Processor / subprocessor register | Table of vendors + regions | Updated quarterly |
## NCA ECC readiness gap register (template)
| ECC theme | Gap | Mitigation owner | Target date | Status |
|-----------|-----|------------------|-------------|--------|
| Asset management | … | … | … | Open |
(Replace with organization-specific mapping against ECC 2-2024 controls.)
## AI governance mapping (NIST AI RMF + OWASP LLM)
| RMF function | Practical control | Release gate |
|--------------|-------------------|--------------|
| Govern | Model allowlist per environment | WS6 |
| Map | Data flow for prompts containing PII | WS7 |
| Measure | Offline eval + red-team subset | WS4 |
| Manage | Rollback + incident runbook | WS3/WS6 |
| OWASP LLM risk | Mitigation | Test |
|----------------|------------|------|
| Prompt injection | Tool allowlists + input guards | Automated + manual |
| Insecure output handling | Schema validation on outputs | pytest |
| Excessive agency | Executor vs recommender separation | Policy review |
## Region / residency flags
Define configuration keys for **data region** and **LLM routing** per tenant; document in ADR when enforced in `policy_engine` or external PDP.