Customer deployment

Qualcomm scaled Context from 5 workflows on one pilot team to 1,600 workflows across 85 teams.

A technical account of the first four months: the held-out evaluation, the context systems behind the accuracy climb, and the distillation pipeline that lowered fleet cost.

Qualcomm campus
SEMICONDUCTORS · 17-WEEK MEASUREMENT

Scaling 1,600 production agent workflows

Read study →
23% → 98%
task pass rate
1,600
production workflows
85
teams in production
~45×
lower cost via distillation

Controlled comparison

The 23% → 98% ablation holds model weights, decoding parameters, and harness constant.

Strict pass rule

A task passes only when every criterion in its task-specific rubric passes.

Production scale

Adoption and workflow counts come from the deployed fleet, not a lab benchmark.