Say yes to production. Not to another pilot.
Your question is what reaches the model. In the governed workspace, sensitive values are tokenized before model context · meaning intact, values withheld. Credentials are scoped and never enter context. Every source touched streams to your SIEM. Enforced by architecture · not user training.
Control the flow, not the workflow.
Agents take paths nobody pre-approved. The workspace is the checkpoint every path runs through.
Data enters a governed runtime in your cloud · raw records stay behind the boundary.
Sensitive fields tokenized, meaning intact · the model reasons without holding values.
Every tool call, source, and artifact · structured events streaming to your SIEM.
The control point agents can't route around.
Every action, a structured event.
The controls that turn a stalled pilot into a signed-off rollout.
Tokenized sensitive data
Values withheld from model context, meaning intact · authorized users see real values on their side.
Governed workspace →Enrichment without exposure
Agents use the signal derived from sensitive data · never the raw values themselves.
Governed workspace →Credentials out of reach
Scoped per identity, encrypted at the boundary, revoked in real time · never in context.
Secure connections →Your audit pipeline, fed
User, tool, system, scope, redaction status · structured events in Splunk, Datadog, or your SIEM.
Governed workspace →
Bring it to your security review.
CISO one-pager · architecture diagram · controls matrix · sample SIEM events · NDA template. Everything your team needs to say yes.
