We have a complete list of every AI tool and vendor the target uses in production. Critical
3 pts — Foundation of all downstream analysis
The target has disclosed any AI tools used by employees that are not under formal IT management (shadow AI). High
2 pts
We have reviewed the target's GitHub repositories or technical documentation for AI library dependencies. High
2 pts
We have cross-referenced job postings from the past 12 months for AI tool and model name references. High
2 pts
The target's sub-processor list has been reviewed and all AI vendors are confirmed listed. Standard
1 pt
We know whether the target trains, fine-tunes, or hosts any proprietary models vs. using API-only access to third-party LLMs. High
2 pts
Why this matters: Targets routinely disclose 30–60% of their actual AI stack in questionnaires. IRON finds what they did not list by reading GitHub dependencies, job postings, and privacy policies against each other.