Free · No credit card

AI Engineering Audit

Measure AI engineering ROI in minutes. Get an executive report your team will forward to finance — with specific actions for Monday.

Connect your tools

Cursor Enterprise, GitHub Copilot, and OpenAI via official APIs.

We analyze 30 days

Spend, adoption, waste patterns, and tool overlap across your stack.

Share the report

Forward to finance, your CTO, and eng managers — print-ready PDF.

Your organization

Used on the executive report header.

Connect your tools

Optional for live data — or preview instantly with the sample audit below.

No database, no stored keys, no paid infra. Credentials are used once in memory for live audits, then discarded. Reports are encoded in the share link — $0 to run.

Cursor Enterprise

Analytics API key from Cursor team settings.

GitHub Copilot

Personal access token with read access to Copilot metrics for your org.

OpenAI

Admin or usage API key for organization billing data.

Zero database cost · Shareable link · Print to PDF