SASKI SDK
Govern input before the model and validate output before the application returns it to a person.
Explore SASKI SDKArchitecture
De-risk. Govern.
Attest.
AI proposes a response or action. SASKI applies the organization’s rulebook, returns an enforceable decision, and records why it was made.
The shared architecture
One control model from proposal to proof.
01 / OBSERVE
Request or proposed action
Capture the interaction, context, and intended operation at the application boundary.
02 / GOVERN
Versioned rulebook
Evaluate authority, scope, parameters, prerequisites, privacy, and configured safety rules.
03 / DECIDE
Allow, hold, or deny
Return a deterministic decision the application can enforce before continuing.
04 / ATTEST
Inspectable evidence
Record the rulebook version, checks, outcome, reason codes, and approval state.
REQUESTRULEBOOKDECISIONEXECUTION REFERENCEATTESTATION
The rulebook
Turn organizational boundaries into explicit checks.
The model can interpret context and propose a path. Authority comes from a separate, versioned rulebook.
- Identity & authority
- Who is requesting the interaction or action, and what are they permitted to do?
- Context & data
- What information, user context, jurisdiction, and configured protections apply?
- Scope & parameters
- Is the target, operation, amount, destination, or response within allowed bounds?
- Prerequisites & holds
- Which conditions or human approvals must be satisfied before the workflow continues?
- Output & evidence
- What may be returned, what was actually decided, and which records must be retained?
Three deployment paths
Use the same governance model at different stages.
SASKI Agentic
Scan input and output, and enforce the rulebook before an agent reaches a connected tool or system.
Explore SASKI AgenticSASKI Replay
Run historical records through a selected rulebook to inspect decisions before live enforcement.
Explore SASKI ReplayEvaluate before enforcement
See where the rulebook would intervene.
Replay and Shadow Mode help teams examine representative traffic without changing the live response or action path.
Review detected risk signals, proposed interventions, reason codes, and sample attestations. Use the results to refine the rulebook, define escalation ownership, and plan the integration boundary.
Evaluation evidence describes the records and configuration that were tested. Production coverage begins when the relevant live paths are routed through the control layer.
Explore SASKI Replay ↗Decision and execution
Connect policy evidence to system evidence.
Illustrative decision record
- Request
- PO-250K / new vendor
- Rulebook
- Enterprise purchasing v4.2
- Decision
- HOLD
- Reason
- Vendor status + approval threshold
- Approval
- Executive review required
- Execution
- Not yet attempted
A governance receipt proves the decision the control layer made. The application’s execution record establishes what happened next. Keeping both prevents a generated claim from being mistaken for a completed action.
Implementation matters
Make the governed path the real path.
Define the boundary
Identify protected interactions, actions, data flows, authority, failure behavior, and approval owners. Account for alternate routes that could bypass the control layer.
Verify the path
Test allowed, denied, held, and failure scenarios. Correlate SASKI attestations with application and execution logs so reviewers can distinguish a governance decision from a completed action.
One architecture, four products
Apply the model where it matters.
SASKI Agentic
De-risk agentic applications by enforcing rulebooks across input, proposed actions, and output—with attestation for each governance decision.
Explore SASKI AgenticSASKI SDK
De-risk human-facing AI with rulebooks before and after the model, plus attestation for the resulting decisions.
Explore SASKI SDKSASKI Replay
Test historical interactions and actions against rulebooks, then inspect the resulting governance evidence.
Explore SASKI ReplaySASKI Estate
Apply the same rulebook governance and attestation architecture to AI-enabled smart homes.
Explore SASKI EstateStart with your use case