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Honest audits for products that want to survive the shift from human workflows to agent workflows.

“The traditional application layer is collapsing into agents.”— Satya Nadella, CEO Microsoft

Agent-ready or already behind?

When the app layer collapses, which SaaS products survive? Our 6-point Agent Readiness framework scores them — and shows you exactly what to fix.

The framework

6 dimensions. Blunt scores.

We audit your SaaS product across six dimensions that determine whether AI agents can actually use it: API surface, authentication, structured data, MCP readiness, permissions model, and observability.

Each dimension gets a score. You get a blunt /10 overall rating, a Report Card PDF, and a 15-minute Loom walkthrough showing exactly where the gaps are — and what to fix first.

No hand-waving. No “it depends.” Real scores based on what agents can actually see and do with your product today.

Published audits

6 products scored. Real numbers.

These are real audits. Same framework, same methodology your report will use.

See all published audits
Self-serve

Agent Readiness Audit

€39. Gary audits your product across all 6 dimensions. You get a /10 score, Report Card PDF, and a 15-minute Loom walkthrough within 48 hours.

BUY THE REPORT — €39
Consulting

Full assessment with Phil

€299. Same framework, delivered by Phil Bennett — 20 years engineering leadership, ex-Klarna. Includes a 60-minute strategy session and remediation roadmap.

BOOK CONSULTING — €299