Private and isolated deployment patterns
Support isolated private networks with controlled egress, tenant separation, and environment-level isolation; add physically air-gapped deployments only when your program truly requires no routable connectivity—most workloads use restricted private networks rather than a literal air gap.
Control-mapped architecture for federal programs
Map design decisions to FISMA, FedRAMP-aligned security controls for Moderate/High impact levels, NIST SP 800-53, and NIST SP 800-171 where CUI applies, using the NIST AI RMF for AI-specific risk framing.
Map CMMC certification requirements for DoD contractors handling CUI in the defense industrial base and CJIS Security Policy control areas for traceable security review.
Separately, plan Section 508 and WCAG-aligned accessibility for public-facing electronic services—accessibility compliance is adjacent scope, not a substitute for security controls.
LLM abuse and tool-risk controls
Address prompt injection, over-broad tool permissions, and data-exfiltration paths with content isolation, least-privilege tool policies, output constraints, and human-in-the-loop gates where policy requires.
Data protection and continuous monitoring support
Implement encryption in transit and at rest using FIPS 140-3 validated cryptographic modules where policy requires them, plus key and secrets boundaries that match your crypto architecture.
Add logging with retention aligned to agency policy and monitoring hooks for SOC workflows and incident response.
Auditability and evidence readiness
Instrument access trails, append-only or tamper-evident logging where your logging architecture supports it, model and prompt change history, release attestations, POA&M-ready findings, SAR/SAP inputs where applicable, and operational dashboards aligned to continuous monitoring and RMF evidence expectations.
Automated policy and grounding guardrails
Deploy real-time filters for PII detection, grounding checks, and custom policy enforcement logic to support agency safety requirements. See our
LLM Guardrails & Governance
services.