Agent Audit for Logistics & Supply Chain

Logistics & Supply Chain has specific expectations for agent audit. Prefactor maps them to runtime controls and audit-grade artefacts.

The logistics & supply chain challenge for agent audit

Cross-border data flows, customs sensitivity, and high transaction volume require both governance and cost control.

For agent audit specifically, this means combining real-time runtime controls with evidence collection auditors and risk teams expect.

Regulatory backdrop

Customs and trade compliance
GDPR →
Industry-specific (e.g., pharma cold chain)
ISO 27001 →

Real agent use cases in logistics & supply chain

Shipment exception management agent
Customer service triage
Carrier negotiation support
Customs documentation drafting
Supply chain disruption analysis
Internal SOP Q&A

How Prefactor delivers agent audit for logistics & supply chain

Pre-deployment validation — eval suites per agent, datasets versioned with audit links, champion-challenger evaluation between versions.

Runtime enforcement — policy-as-code controls what agents can do, approval routing for high-impact actions, per-agent spend caps, kill switches.

Continuous monitoring — drift detection, per-agent quality scores, cost and latency monitoring, population stability tracking.

Audit and evidence — tamper-evident logs of every agent action with cryptographic hashing, auditor-ready exports, change management records, evidence of human oversight where required.

Implementation pattern

Week 1-2: Shadow deployment - non-production, real traffic, observe but don't enforce
Week 3-4: Pilot with one production agent - passive policy first, then blocking
Week 5-8: Production enforcement with approval flows integrated
Quarter 2+: Expand to additional agents on same governance model

FAQ

Can Prefactor run inside our environment / VPC? Yes. Enterprise customers run Prefactor self-hosted. Air-gapped deployments supported.

Do you have a vendor security questionnaire prepared? Yes. Standard questionnaires prefilled.

Can non-engineers (compliance, risk, MRM) use Prefactor? Yes. Separate role-based views for engineering, compliance, MRM, and audit.

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