Agent Security for Government

For agent security in government, the gap between dev-time tracing and production governance is where most teams get stuck.

The government challenge for agent security

AI Executive Orders and agency-specific guidance require demonstrable governance and bias monitoring; transparency to citizens is non-negotiable.

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

Regulatory backdrop

FedRAMP →
FISMA
NIST 800-53
NIST AI RMF →
Executive orders on AI

Real agent use cases in government

Citizen service inquiry triage
Document drafting and policy summarization
Permit and license application processing
Procurement document drafting
FOIA response drafting
Internal policy QA

How Prefactor delivers agent security for government

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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