Solution · Enterprise AI Governance

Policy should not live in a PDF while AI acts in the workflow.

Enterprise AI governance needs more than policy documents. It needs operational controls inside the workflow: identity, data boundaries, model routing, policy gates, human approval, outcome grading, revocation, and receipts that show whether the workflow respected enterprise rules.

Operationalize policy See GW Slate

Answer

Counsel gets a sealed packet: which identity ran, which data class was touched, which model was chosen, who signed, and whether revocation fired. The Analog-to-Digital Sprint puts that packet on one high-risk workflow in fourteen days.

Operational, not aspirational

Identity bound to every run.
Data boundaries enforced at runtime.
Model routing reflects policy.
Approvals are scoped to risk.
Outcome grades make quality measurable.
Receipts make policy auditable.

In operation

The baseline pack on a live workflow.

Policy gate

enterprise_baseline_v1

v1.0.3

ALLOWED

E-1PII never leaves data class A.allow
E-2Public claims require evidence.human
E-3No model fine-tuning on customer data.deny
E-4All material actions sealed in a receipt.allow

Receipt· rcpt_enterprise_…cd

ALLOWED

Workflow: Customer summary → CRM
Policy pack: enterprise_baseline_v1
Data class: A · PII present
Approval: Customer Ops · approved
Outcome grade: A · safety + privacy
Receipt id: AR-44c1…cd

The governance gap

Policy documents don't enforce themselves.

Policy lives in PDFs.
Useful for committees. Invisible to agents and workflows.
Risk reviews end at procurement.
Once the tool is bought, the workflow is unmonitored.
There is no signal for misbehavior.
Without grades and receipts, the only signal is escaped error.
Revocation is a fire drill.
If the agent has to be stopped today, no one knows how.

The control set

Eight operational controls every AI workflow inherits.

01STEP
Identity
Short-lived, per-run.
02PASS
Data class
Boundaries enforced at runtime.
03PASS
Model routing
Sensitivity drives location.
04PASS
Policy gate
Per-action verdicts: allow / deny / human.
05GATE
Approval
Right human, right step.
06PASS
Outcome grade
Quality as a metric.
07PASS
Receipt
Tamper-evident evidence.
08STEP
Revocation
Cross-system, drilled regularly.

What governance becomes

From policy theater to policy enforcement.

Policy packs as code

Versioned, signed, deployable. Reviewable by humans, readable by the runtime.

Data class enforcement

What can leave which boundary — at runtime, not in a wiki.

Routing matrix

Local, hybrid, or cloud — based on policy, not engineering convenience.

Scoped approvals

Approve only where the policy says — no theater.

Receipt rail

Audit packet for every workflow. SIEM-ready.

Revocation drills

Tested like backups, not assumed.

Buyer-specific examples

Chief Technology Officer

What does GW Slate™ give a CTO?

A controller they command: custom rails over the estate they already run, policy gates on every route, and Actuality Receipts™ that prove the work. Human-at-the-Control stays in the architecture, so engineering authority scales with the estate.