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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.

Auditable NPIF workflows: why sandbox automation needs a paper trail

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_revieweligibility_checkrisk_assessmentprovision_sandboxmonitorexit_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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