Pipeline signal study
Trace drop-offs across build, test, deploy, and recovery with definitions your platform and product teams agree on before charts ship.
Automation Engineering AI
Telemetry that engineering automation can trust
Independent application analytics for engineering automation — inventory the signals your pipelines already emit, lock definitions, and leave with a brief platform and delivery leads can share.
Request a telemetry reviewPrimary engagement
Automation telemetry audit
We inventory jobs, gates, retries, and handoffs, map gaps against the decisions you need this quarter, and hand back a keep / rename / retire list with a property dictionary draft.
Automation telemetry audit
Inventory the signals your engineering automation already emits — jobs, runners, gates, and handoffs — and mark what is missing for the decisions you need this quarter.
See scopeRelated work
Other ways to engage
Start where the pain is sharpest — a contested deploy funnel, a messy agent schema, or a recovery metric nobody trusts.
Telemetry schema workshop
Design naming, identity keys, and versioning rules for automation events so the next three tool migrations do not fork history.
Automation health retainer
Monthly review of engineering automation signals so new pipelines do not reopen last quarter’s measurement gaps.
From recent clients
What teams said after the brief
The telemetry audit cut our job-log volume by roughly a third and finally made the deploy funnel match what on-call hears. The readout was dense — we needed a second pass on the property list — but the keep/retire list was clear.
We asked for a pipeline study before rewriting gates. Automation Engineering AI forced definitions first; that alone stopped three conflicting boards from arguing past each other.
Schema workshop was shorter than expected. The charter is still the doc new contractors read in week one. Mild caveat: you need someone on your side to own the catalog after they leave.
How we read signals
A telemetry atlas sized for platform and delivery together
Every engagement follows the same arc: lock questions, inspect the stream, write definitions, deliver a brief. Browse the atlas for how we classify automation signals before you book.