Guides.
Evergreen explainers on outflow control, AI agent governance, SOX/ICFR refund controls, and shadow mode. Written for the buyer figuring the category out for the first time.
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What outflow control is, and why refund control was the wrong noun
Outflow control is the policy and approval layer that sits in front of every outbound money movement on Stripe: refunds, credits, payouts, transfers, dispute responses. Why the broader noun matters now that AI agents can move money.
Read guide →Guide · 6 minYour AI support agent is now a financial actor. Govern it accordingly.
Once an AI agent has refund permissions, the policy layer that used to sit in a CS supervisor's head needs to live somewhere the agent can be evaluated against. Practical guide to wrapping autonomous refund decisions in policy.
Read guide →Guide · 7 minRefund controls under SOX 404 and ICFR: the smallest defensible setup
What auditors actually look for when refund and payout surfaces show up in a SOX 404 walkthrough, and the minimum control set that holds up. Pragmatic, not aspirational.
Read guide →Guide · 5 minShadow mode: what you actually learn from 90 days of replay
Connecting Stripe read-only and replaying your last 90 days of activity against a proposed policy is the cheapest way to find out what your refund policy is actually doing. Walkthrough of what the report tells you.
Read guide →Want to see outflow control on your own Stripe data?
Connect Stripe read-only and replay your last 90 days against a draft policy. Shadow mode is free.
Start in shadow mode first. Move to live enforcement later.