Governance‑First AI for Aftermarket Commerce
Adopt AI responsibly protecting IP, ensuring compliance, and driving measurable ROI across search, PLP/PDP, pricing, and checkout.
Adopt AI with Trust, Speed, and Measurable ROI
A pragmatic blueprint for manufacturers & distributors to implement AI with tenant‑isolated governance, protect competitive IP, and hold vendors accountable.
Governance that Scales
Operationalize NIST AI RMF and ISO/IEC 42001 across your AI lifecycle govern, map, measure, manage.
- Data lineage, quality & compliance
- SOC 2 & ISO 27001 alignment
Vendor Due Diligence
Demand non‑negotiables: tenant isolation, region pinning, CMKs/HSMs, immutable logs, and OWASP LLM safeguards
- Red‑team results & IR playbooks
- EU AI Act readiness & DPA
Governance that Scales
Prefer RAG over retraining; scope retrieval by role; keep model traffic private; enable HITL for consequential actions.
- Confidential computing options
- Sanitized logs & output validation
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