Move fast and stay controlled.
OMB Memorandum M-25-21 directs federal agencies to accelerate AI adoption while maintaining governance, public trust, and civil liberties protections. The KinHelm stack is how you do both.
Ungoverned AI is a mission integrity problem.
Data must stay in bounds
Federal and critical infrastructure data must remain within approved boundaries. Consumer AI tools make no guarantees about where data is processed or stored.
Aggregation is a risk
AI tools that aggregate information across users can inadvertently surface data individual users should not have access to.
Decisions need trails
When AI-assisted analysis informs decisions affecting public safety, the decision trail must be complete, tamper-evident, and reconstructable.
Frameworks require tooling
NIST AI 100-1 requires organizations to Govern, Map, Measure, and Manage AI risk. This requires tooling, not just policy.
| Question | Answer | Layer |
|---|---|---|
| Who used what model, when, with what data? | Platform audit logging plus WALDO telemetry | KINDO + WALDO |
| How do we prevent data leakage to AI models? | DLP filters plus classification-based routing | KINDO + WALDO |
| How do we enforce least privilege for AI tools? | RBAC and tool-action controls; agents inherit user identity | KINDO + ASSISTANT |
| How do we keep AI infrastructure changes controlled? | Plan-approve-execute change discipline with rollback paths | VILK |
| Has anything drifted from approved baselines? | Trust scoring and drift detection | WALDO |
| How do we handle different classification levels? | Classification schemes with routing rules (U/CUI/S/TS) | WALDO |
| How does AI-generated code meet security standards? | CIS/STIG profiles plus 14-gate validation | STUDIO |
| Can we deploy on our own infrastructure? | Self-managed platform in GovCloud, Azure Gov, or on-prem | KINDO (SMK) |
| How do we get one view of all AI activity? | Governance dashboard plus org-wide usage statistics | WALDO + KINDO |
Bring your mission requirements.
Request a briefing and map the stack to your authorization boundary, classification levels, and audit obligations.