Three surfaces an organization already holds admin credentials for join on one identity to answer who is using AI. The Provider Admin API supplies the denominator, all 140 entitled members, which a telemetry stream can never give since a stream shows only those who reported. Agent telemetry supplies the numerator, the 31 who actually ran something and how much, carrying no content. The directory turns addresses into people and, alone among the three, reaches a grant to a vendor never connected. Triangulated, the reads answer how many people in which teams are doing what with AI, and subtracting the numerator from the denominator gives the finding no single report held, the fraction of the fleet not yet visible.
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