AI-PRIV-02 User Prompt Context Distillation
No active context-distillation policies or sanitization filters were detected in the ingestion pipeline configuration. High risk of persistent PII retention in downstream model execution states.
ZAK Immunity Audit
Stop deploying unmanaged chatrooms. Initialize bounded constitutional dialogues.
Immunity starts with zero-retention posture audits, then leads teams into governed workspaces where every AI interaction is bound to project-specific constitutional overlays, leak guards, and receipt-ready evidence.
Real evidence uploads require sign-in and authenticated dashboard access.
Public demo mode uses seeded sample evidence only.
Certificate Preview
imm_aud_demo_20260528
Enterprise AI Evidence Pack (Sample)
Warning
72%
AI-LOG-04 Non-Repudiation Logging
Model execution logs exist, but lack deterministic ledger receipts. State transitions cannot be verified cryptographically against unauthorized drift.
AI-AUTH-01 Model Access Gatekeeping
Gateway configurations enforce token-scoped authorization across registered model endpoints.
Constitutional Dialogue Core
Your current enterprise chat stack is probably missing the control boundary.
Generic AI chat gives employees speed, but it rarely gives risk teams proof, inherited policy context, or a non-custodial execution boundary. Liberate turns chat into a governed control domain.
The consumer AI risk
The Liberate architecture
Global unmanaged prompts
Employees paste sensitive IP or internal data into general public models, exposing corporate data to uncontrolled downstream handling.
Zero-Asset Leak Guard
Every interaction passes through a transient execution cell. Prompt material is distilled before model execution and volatile buffers are purged post-response.
Flat keyword firewalls
Middleware blocks text blindly with static regex rules, disrupting standard developer, clinical, and operational workflows.
Cascading Constitutional Overlays
Prompts are evaluated against domain-specific rules that inherit from the organization baseline and can only increase strictness.
Zero verification trail
Compliance teams cannot prove how an internal AI tool responded to a sensitive operational inquiry.
System Integrity Ledger
Each bounded dialogue produces structural validation metadata and receipt-ready evidence without retaining raw source prompts.
Live seeded simulator
Watch a prompt enter a project boundary before it reaches the model.
This public simulator uses seeded prompts only. It mirrors the dashboard pattern: choose a governed workspace, load its overlays, run a sample prompt, and see the leak guard intercept before any answer is produced.
Active overlay scope
Customer Support AI
BASELINE_HF_01STRICT_PROMPT_LOGGINGMODEL_ACCESS_CONTROLS
posture
94%
bounded
Seed prompt
Summarize this customer escalation and recommend the next governed response.
Project Context
Leak Guard
Compliance Check
Volatile Purge
Want to bind your own enterprise guidelines to frontier models?
Auth into the dashboard to assemble your baseline Constitution, configure project overlays, and activate immutable ledger receipts.
The Metric
A single posture score and health state that a CRO can read in seconds.
The Gaps
Missing and partial controls are pushed to the top with redacted structural rationale.
The Trust Chain
Input hash, summary hash, receipt id, and zero-retention state prove the audit without storing evidence.
Safe Public Demo
Run the sample audit without uploading anything.
This public page uses a seeded evidence pack to show the exact certificate experience. To audit your own material, sign in and use the authenticated dashboard boundary.
Sample Result
Immunity Audit Certificate
Click Run Sample Audit to activate the preview state.
Seeded sample evidence is ready. No visitor data is collected on this page.
Ready to audit your own evidence pack?
Sign in to use the authenticated Immunity boundary for real evidence. You will receive the same exportable certificate, hashes, receipt state, and zero-retention assurance.