CAPABILITY 06
Models & Agent Orchestration
Model evaluation, selection, and routing for production cost efficiency across providers.
WHAT WE BUILD
Specifics, not capability slides.
Task-level model selection backed by evaluation, not vendor preference
Routing with fallbacks so a provider incident is not an outage
Cost budgets per workflow with alerting on drift
Structured output validation on every model call
Model routingModel evaluationCost control
Capabilities, not a required toolset. Any named product is an example of something we have already hardened, we build against whatever you already run.
HOW WE WORK ON IT
Three habits we do not skip.
01
Benchmark
Your tasks, your data, scored, not public leaderboards.
02
Route
Cheap models for the easy majority, strong models where it matters.
03
Watch
Quality and cost tracked per route, reviewed monthly.
Most agent cost overruns are routing problems, not model problems.
NEXT STEP
Bring us a hard integration
We are happier discussing rate limits and schema drift than discussing transformation.