Security & privacy

A safety net first: a review step, a clear record, and a manual fallback.

AI breaks trust fast. One wrong reply, one leaked detail, one bad automation—and the team stops using it.

My default is boring (in a good way): connect the minimum, keep access tight, keep a record of actions, and start with a human review step.

How I keep things safe

We only send what's required for the task. Redact where we can. Avoid unnecessary retention.

Minimal permissions, clear ownership, and simple revocation when access should end.

Anything customer-facing starts with a review step until it's proven safe.

You can see what happened and why. When something breaks, we find out quickly and fall back safely.

Manual fallback stays available. There's an off switch, and a clear Plan B.
We scope around sensitive data. If you're in a regulated space, we talk about it up front.
Trust is earned in the details. The system should be explainable and debuggable, not magic.

Send what's stuck, what tools you use, and what a win would look like. I'll reply with questions and a suggested first pilot.