AI Cost Ledger is live
Trace every token to the feature that spent it.
How companies use Unitrove to understand and improve the cost of every customer.
Helix AI’s inference bill doubled every quarter, and nobody could say which features or customers drove it.
Unitrove traced every token to a prompt template and customer, then compared models on cost-per-outcome.
Routing cut inference cost by 41% with no drop in quality, and three negative-margin accounts were repriced.
Cost per tenant became our pricing input
PR cost checks saved $640K in a year
94% allocation in one afternoon
Anomaly MTTR from 4 days to 3 hours
LLM cost down 33%, quality unchanged
Unit cost in the board deck
“Finally one number that engineering and finance agree on.”
“We cut our LLM bill by a third without touching quality.”
“Anomaly alerts go to the right owner. No more ‘who owns this?’”
“The PR cost check changed how our team designs infra.”
“Allocation that used to take a quarter took an afternoon.”
“Unit cost is now a metric in our board deck.”