Field Notes

Controlled AI-agent workflows

Practical notes on approval gates, run ledgers, policy rules, and the human control layer teams need before putting agents into real operations.

Governance

Approval gates before autonomy

The first production question is not whether an agent can act. It is which actions should stop for human review before they touch a customer, repo, invoice, or system.

Run Ledger

Run history is the operator interface

A useful AI workflow needs a durable ledger: who requested the run, what the agent did, what changed, what failed, and what was approved.

Pilot

Start with one SOP

The best first FlowClaw pilot is one repeatable workflow where AI can save time, but blind automation would create real risk.

Have one workflow AI should help with, but not run blindly?

Request the FlowClaw Agent Workflow Pilot and we will map the approval points, run ledger, and first controlled version.

Request Pilot