Villain’s Hat

For Product Managers & Product Teams

Safeguard against misuse & exploits before having to quietly pull it back in 6 months.

Adding a new feature or improving your existing one? Call Villain’s Hat during ideation or brainstorming process, before starting build.

Get started
Download full Banking App Integration report
Banking App Integration Plan demonstration report, with prioritised misuse findings.
The same Banking App Integration Plan investigation opened on mobile in Claude.
This is only investigation demonstration, not live customer result.
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How it works

From a product idea to an informed decision.

Bring misuse investigation into the decisions your team is already making.

Villain’s Hat invoked during a banking app brainstorming conversation in Claude.

Invoke the investigation

Bring Villain’s Hat into your AI brainstorming or decision-making session. Investigate the journey while you’re still shaping it.

Demonstration findings with severity and response status in the Villain’s Hat dashboard.

Make informed decisions

Review the Markdown (.md) report in your AI app, where AI can read and understand it too. Explore up to four prioritised misuses and fix what needs fixing. Access a human-readable PDF in the Villain’s Hat dashboard.

Demonstration dashboard showing investigation statistics, recurring misuse and pattern trends.Banking App integration Plan demonstration: latest investigations across versions.

Connect the dots, improve before building

The dashboard brings investigations together across your chats and AI platforms. Find patterns, signals and trends in recurring misuse and exploits before you build.

In the tools you already use

Keep the investigation in the conversation.

Add as a connector in your AI app.

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What reaches us

Your ask and the context your AI app sends. This may include conversation excerpts or private information. We do not independently access your code, users or full chat history.

What we save

Your ask, context received, agent reasoning records and results. These support review of agent behaviour and findings, and let you revisit your investigations.

Read the full data-handling notice

Choose what fits your team

Investigate before you build.

It’s no longer just good-to-have. If you’re using AI, it’s a must-have.

Select tiers you’d like to explore, fill in the form and let’s get you set up.

Dashboard access is included with every plan.

Selecting a tier does not start a subscription or take payment.

Your details

Complete the form below to send your request.

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When would you like to start?

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Questions before you get started?

Read the FAQs

It takes ONE incident to damage your company’s reputation and revenue.

Make informed
decisions.

Know what to change and what you’re willing to risk.

Visible ≠ investigated.