Case studies

What right-sizing actually saves.

Both studies report modeled savings from per-workload routing. B:Side also reports a measured 100% pass rate on its 20-query benchmark; iAM360 reports its routing and validation procedure without a measured quality result.

70.8% lower inference cost. Quality held at 100% across a 20-query benchmark.

AI Assist's 11 AI layers moved from all Terra · xhigh to a per-workload routing policy: 53.3% faster, 114.3% more throughput, zero points of quality lost.

financial intelligence · 11 workloads

56-57% lower cost per request. The hardest work got a better model.

The AI coach now routes every job to the right level of intelligence: Sol for complex coaching, Terra for moderate analysis, small validated models for routine work.

fitness + wellness · ai coach