Book a walkthrough

See what your own outcomes are worth.

Thirty minutes, run against your stack where we can connect it. You leave knowing which workloads are ready to post-train, which are overspending, and what the corpus you already own is actually worth.

• Your spend, attributed

  We walk the metering pipeline on real numbers — which workloads produce shipped work, and which are burning tokens on unresolved tasks.

• Your post-training readiness

  A live read on which of your workloads already have enough outcome-labeled traces to train on, which need refreshing, and which should just be routed to a cheaper model.

• The measurement contract

  How content-free attribution works, what we never collect, and why every individual sees their own profile before any manager does.