For founders & builders

You built something with AI. Is it safe to launch?

For founders, builders, startup operators, vibe coders, and teams building AI-enabled tools — start with a clear map before you ship.

You might be using Cursor, Claude, ChatGPT, no-code tools, internal scripts, agents, or workflow automation.
A small AI workflow can touch customer data, internal docs, APIs, credentials, source code, support tools, or production systems.
Once it works, people start using it before anyone has reviewed the risk.

We look at one app, automation, workflow, or AI use case.
We map what it touches, where the risk is, and what you should fix first.
You get a practical map, plain-English findings, and a clear next step.
This is not about shaming builders — it is about helping you keep shipping safely.

Built something with AI? Map it before you ship it.

If you built something with AI and want to know whether it is safe to launch, start with the Mini AI Risk Map.