Thank you for making the detection layer concrete. Self-reporting fails here for the same reason vendor security questionnaires fail: you are asking people to report legal events they never experienced as legal events. In third-party risk work, the honest witnesses were never the survey responses; they were the expense reports, the SSO logs, and the API keys, exactly as you lay out. My prediction is that the AI register converges with IT asset management within a few years, because the only inventories that stay true are the ones fed by systems that do not care how the answer looks.
I think the convergence prediction is right, but only for half the problem. ITAM solves discovery: what's running, who's using it, what it costs. It can't solve classification: whether the modification your team shipped in March moved you from deployer to provider. The first is a data problem. The second is a legal judgment, and no log file will make it for you. The register can inherit the honest feed. Someone still has to read it like a lawyer.
Thank you for making the detection layer concrete. Self-reporting fails here for the same reason vendor security questionnaires fail: you are asking people to report legal events they never experienced as legal events. In third-party risk work, the honest witnesses were never the survey responses; they were the expense reports, the SSO logs, and the API keys, exactly as you lay out. My prediction is that the AI register converges with IT asset management within a few years, because the only inventories that stay true are the ones fed by systems that do not care how the answer looks.
I think the convergence prediction is right, but only for half the problem. ITAM solves discovery: what's running, who's using it, what it costs. It can't solve classification: whether the modification your team shipped in March moved you from deployer to provider. The first is a data problem. The second is a legal judgment, and no log file will make it for you. The register can inherit the honest feed. Someone still has to read it like a lawyer.