AI productaiauditcompliance

AI agent audit tool

Create a service that analyzes and reports on production AI agents to identify simple automations masquerading as AI.

Why now

Many 'AI' implementations are overhyped, creating demand for truth-in-advertising validation.

Who for
Enterprise tech buyers
Business model
Per-audit fees
Effort
A few weeks

Companies are overselling their AI capabilities. A verification service could analyze implementations and report on actual sophistication.

Build a tool that examines API calls, input/output patterns, and behavior to estimate how much genuine ML is involved versus simple rules.

Sell as a compliance or due diligence service to enterprises and investors.

Start with basic pattern detection for common simple automations.

The risk is pushback from companies being audited - position as positive verification.

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AI agent audit tool — Ideas