Define what good looks like. Steward checks every agent decision against it at runtime, steps in when needed, and keeps the proof. All on record.
Most organizations don't have a clean answer yet. More policies and more guardrails are where governance starts — but they don't help once an autonomous system is already acting. By the time you find out, the decision has committed, and no policy document repairs the damage.
Assess a decision against its real operational context — not just the inputs the agent saw.
Confirm it meets policy before it's allowed to commit.
Persist runtime proof: what was decided, why, and on what basis. Audit-grade by default.
Stop, hold, or roll back — proportionate to the risk, while there's still time.
This is the conversation executive teams are starting to have — not governance as a document, but governance as critical infrastructure. Steward is how you have it. Talk to us about Steward →
How Steward works in practice. A SOAR-integrated vulnerability agent attempts to defer a CVE because the base CVSS score appears moderate. Steward verifies the operational context before the decision is allowed to commit.
CVSS 6.5 vulnerability detected in a public-facing API service. Agent proposes standard quarterly patch window.
Blueprint requires composite severity scoring using CVSS, EPSS, active exploitation feeds, and environmental exposure context.
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Steward emits operational signals and persists runtime evidence.
Divergence patterns become visible before breach conditions emerge.
Decisions are stopped before commitment when confidence and policy authorise it.
Governing AI as it participates in real operations is a new and fast-moving field problem. Each vertical inherits the same architecture, applied to its own decision classes.
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Enterprise-regulatory environments, commitments and conditions translated into human-machine readable policy artifacts for runtime verification — export classification, indemnity drafting, trading, triage, insurance adjudication.
Multi-agent / fleet / fab coordination. As fabs and fleets scale, the unit of governance shifts from isolated decisions to coordinated commitments.