PRACTICAL REFERENCE

GenAIoT® Safety & Governance Checklist

A practical baseline for safe GenAIoT deployment.

“If you can’t observe it, you can’t govern it. If you can’t govern it, you can’t scale it.”

Review the Checklist ↓
Safety & Governance
Use this checklist to baseline readiness for safe GenAIoT deployments.
Preview of a GenAIoT readiness checklist covering alignment and signal preparation.
CHECKLIST 01–05

Five checks for production readiness.

Use every item to baseline readiness for safe GenAIoT deployments.

01

Risk Taxonomy

  • Hallucination – inaccurate or unsupported outputs.
  • Unsafe actions – incorrect tool execution or harmful configuration changes.
  • Data leakage – sensitive information exposure through prompts, logs, or retrieval.
  • Drift – behavior changes due to new data, model updates, or operating conditions.
02

Controls

  • Policy enforcement for what actions are allowed and under what conditions.
  • Tool gating with permission checks, safety limits, and rate control.
  • Human-in-the-loop (HITL) for risk-bearing or safety-critical operations.
  • Approvals & separation of duties for high-impact workflows.
  • Safety envelopes & rollback procedures clearly defined.
03

Evaluation

  • Golden sets covering normal, edge, and failure scenarios.
  • Red teaming to test prompt injection, unsafe actions, and data exfiltration.
  • Regression tests to detect unintended changes in behavior.
  • Operational evals for outcomes such as MTTR, downtime, and accuracy.
04

Auditability

  • End-to-end logging: prompts, retrieval, tool calls, approvals, and actions.
  • Provenance: trace each recommendation to its source documents or data.
  • Traceability: link model output to enterprise records (tickets, CMMS, change IDs).
  • Privacy-aware logging: redact sensitive data, define retention, and access controls.
05

Deployment Posture

  • Edge vs cloud placement defined by latency, cost, privacy, and reliability targets.
  • Privacy-by-design applied across ingestion, retrieval, tool use, and logging.
  • Latency budgets & fallbacks for degraded or offline operation.
  • Resilience & safe degradation policies for failure scenarios.
DOWNLOADABLE READINESS CHECKLIST

Readiness checklist

Use the five Safety & Governance checks above to review risk, controls, evaluation, auditability and deployment posture. The separate companion readiness checklist supports project planning across alignment, signal quality, controls, skills and recovery. Use both tools together; they assess different parts of production readiness.

The five safety and governance checks above remain available on this page.

View companion checklist image ↓