Auditable NPIF workflows: why sandbox automation needs a paper trail
Application → provision → monitor → exit as LangGraph state—with append-only history for BoN/NAMFISA review.

Sandboxes are promises operationalised: caps, reporting cadence, exit plans. When those promises live in email threads, supervisors lose time and participants lose clarity.
NamPost ICT models NPIF as orchestrated workflows (LangGraph): application_review → eligibility_check → risk_assessment → provision_sandbox → monitor → exit_manager.
Auditable means
- Who transitioned state, when, with which artefact (fee paid, report filed, directive id).
- Append-only corrections—no silent deletes.
- Linkage of alerts and submissions to
sandbox_id.
Participant benefit
Predictable stages in /dashboard—fewer “what happens next?” tickets to sandbox@nampost.com.na.
Pair with co-pilot
Workflow history answers compliance questions; AI co-pilot (bounded permissions) helps query it—humans still approve directives and exits.
Read From sandbox to scale for graduate patterns.
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