Discovering unmanaged AI by hand doesn't scale — analysts chase agents, keys and MCP servers across a growing fleet. This estimates the labour that automated, continuous discovery gives back. It's deliberately conservative and uses only defensible inputs; pair it with a firm quote from us for the full business case.
Your environment
Estimated impact
Current manual discovery cost
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per year, labour only
Analyst time returned
—
— analyst-hours/year back to higher-value work
Excludes risk avoided (a single exposed key or ungoverned agent can dwarf the labour number) and audit-prep time saved by framework-mapped evidence. Get a firm quote →
Want the full model? We'll build a tailored business case — labour saved, risk reduced, audit-prep collapsed — against your fleet size and a firm platform quote. Request it →