Model provenance
Declare the model, hosting mode, and optional weights digest without exposing prompts, completions, or reasoning.
Security research
Secure open models, agent tools, and enterprise data by design.
Use model provenance, minimized predicate envelopes, deterministic authorization, scoped credentials, and customer-controlled enforcement so model flexibility never weakens the security boundary.
Purpose-built capabilities
What Security research covers.
Closed data boundary
Send only registered predicates required for authorization; reject arbitrary maps and unregistered payload fields.
Tool-side enforcement
Require a short-lived grant bound to the exact agent, tool, action, environment, and material parameters.
Sovereign deployment
Run enforcement SaaS, hybrid, on-device, or customer hosted while keeping deterministic decision semantics consistent.
Follow Security research from identity to evidence.
Each consequential action moves through the same six control points. See where 2AYE evaluates authority, requests human review, and preserves the outcome.
- 01IdentityWho or what is acting
- 02IntentSigned purpose and limits
- 03PolicyDeterministic evaluation
- 04ApprovalA named human when required
- 05ExecutionSingle-use grant, redeemed at the resource
- 06EvidenceReceipt joined to the audit chain