BookbagBookbag
Government & public sector

Agentic AI for public-sector workloads. Audited, air-gapped, accountable.

Bookbag runs on-prem for federal + state + local AI deployments. Evidence maps to NIST AI RMF and EU AI Act public-sector obligations. FedRAMP-track on the roadmap.

What keeps you up at night

Concrete risks Bookbag is built to mitigate.

Public trust under scrutiny

An AI-driven service decision becomes a FOIA request. You need a full causal trace of every output — not just an audit log, the actual reasoning chain.

Cross-agency data boundaries

An agent reaches across data it shouldn't. Session-scoped enforcement + project-level rules keep boundaries hard.

Executive orders and state laws

OMB M-24-10, NIST AI RMF adoption, EU AI Act public-sector provisions — overlapping requirements. You need one evidence surface, not four parallel spreadsheets.

How Bookbag helps

Four products. Concrete capabilities. One data layer.

Guardrails

Hard boundaries between programs

Project-scoped rules + session-scoped traces ensure one agent's context never bleeds into another's.

Observe

FOIA-ready causal traces

Every agent decision, every tool call, every LLM turn. Timestamped, reviewer-tagged, exportable on request.

Evaluation

Ground truth for civic use cases

Define taxonomy around public-sector policy. Score outputs against procurement, benefits determination, or service-eligibility rules.

Governance

NIST AI RMF + EU AI Act evidence

Pre-built controls across Govern / Map / Measure / Manage, plus public-sector high-risk Annex III obligations. Evidence bundles map directly to your agency's compliance framework.

Frameworks we auto-map for this industry

EU AI Act
Annex III controls
NIST AI RMF
Govern · Map · Measure · Manage
ISO 42001
AI management system
SOC 2
Type II evidence
HIPAA
Health AI risk tier

FAQs for this industry

Frequently Asked Questions

Stop flying blind. Put your agents on a governance platform.

Join the teams shipping safer AI with real-time evaluation, audit trails, and continuous improvement.