What you can commission
Assessments, not a catalogue of product modules
Each piece of work has a named app, a counterpart, and a written artefact. If the logs cannot support the question, we say so at intake rather than stretching the fee across empty certainty.
Model usage assessment
A time-boxed reconstruction of how models are actually called inside a live AI-assisted app, delivered as a written usage report that product and engineering can read together.
Request this assessment
Instrumentation review
A short, opinionated reading of whether your current logs can answer basic usage questions — before you commission a full assessment or change what you record.
Ask about a review
Stakeholder usage briefing
A facilitated reading of an existing usage picture — ours or yours — for a mixed room of product, operations, and engineering who do not share a vocabulary for model calls.
Arrange a briefing
Repeat usage snapshot
A second measurement of the same app after a release, a model change, or a logging fix — compared against the earlier picture rather than started from a blank page.
Request a snapshotUnsure which sitting you need?
Write with the app name and what you can currently see in the logs. We will recommend an assessment, a review, or a delay until samples exist.