Spike
Ramil's session volume is 4× anyone else's
7,220 sessions this period against a team median of ~300. The pattern is scripted batch evals on a frontier model, not interactive work.
Observed · 30D
Anomalies
Changes in how people and agents use AI that deserve a look, each with its evidence and one suggested action.
Drop-off
Orit went quiet 12 days ago
Steady daily usage for two months, then nothing. Drop-offs after consistent use usually mean a broken workflow or a blocked credential, not lost interest.
Observed · 30D
Never adopted
6 people have never used an approved surface
Concentrated in Business Operations (2 of 3 seats) and Economic Risk (2 of 5). The teams next to them are getting measurable leverage from the same licenses.
Observed · 30D
Shadow AI
New surface detected: Cursor IDE, unattributed
A cluster of 3 actor IDs began routing through Cursor IDE nine days ago. $830 of spend can't be tied to a person until identities resolve.
Observed · 30D
Unowned agent
The staging agent fleet has no owner
AI Agents Workflow (stg) made 159k requests for $3,180 this period. Nobody is assigned to review what it does or what it costs.
Observed · 30D
