Start an assessment
Approach

How we make delegated action safe.

It's control that makes delegated action trustworthy: bounded, observable, reversible, and earned. Here's exactly how.

01 · The control plane

Guardrails and identity: the boundary every action respects.

  • Guardrails & policy-as-code

    Your organizational rules compiled into executable constraints that bound every agent action.

  • Least-privilege agent identity

    Agents are first-class identities with scoped credentials, not shared keys.

Policy-as-codeLeast privilegeGuardrails
control-plane · policy
guardrailsEnforced
agent identityScoped
policy-as-codeCompiled
secretsLeast-priv
02 · The control plane

Traceability and approval gates: nothing unexplained, nothing you can't reverse.

  • Observability & decision traceability

    An end-to-end record of what an agent decided and why. Explainability is non-negotiable.

  • Human-in-the-loop approval gates

    Agents propose; a human approves, modifies, or rejects anything high-risk.

TraceabilityApproval gatesReversible
decision trace · api-gateway
approval · signed offYou
decision traceFull
override rate2.4 %
reversibleYes
The earned-autonomy ladder

Autonomy is earned, one rung at a time.

An agent only moves up when its behavior at the rung below has been observed, explained, and demonstrated. Never switched on all at once.

1

Suggest

The agent recommends; humans do everything. Trust starts at zero and is measured, not assumed.

2

Assist

The agent proposes each action; a human approves, modifies, or rejects it before anything happens.

3

Act & escalate

The agent handles low-blast-radius work autonomously and escalates novel, ambiguous, or high-risk decisions.

4

Operate in envelope

The agent runs a well-instrumented domain autonomously: continuously measured, instantly reversible.

The method

A method built around human approval gates, not a black box.

Every engagement runs the same phase-gated lifecycle: discovery → design → delivery → readiness → handover. Nothing touches production without a human gate. You always know what an agent decided, why, and how to reverse it.

DiscoveryDesignDeliveryReadinessHandover
Agent · proposes
approval-gated
Apply the new api-gateway config to prod.
Change staged. This is a high-risk action: approval required before I apply. Diff and blast radius attached, and it's fully reversible.
awaiting approval · nothing applied yet
What stays human

The human is promoted, not replaced.

Agents take the toil off your plate. But it's never the agent that decides when to wake your team at 3am. You keep the wheel, and you set the course.

Delegated to agentsBounded

Work that is repetitive, low-risk, and fully observable, done inside the guardrails.

  • What agents handle
  • Repetitive operational toil
  • Low-blast-radius remediation
  • Drafting IaC, config, and runbooks
  • Correlating telemetry and alerts
Ready when you are

See the method at work on your process.