Inference Telemetry for Product Teams
Design event schemas, latency and confidence views, and a weekly decision ritual that product and ML can share without a translator.
Courses
Programmes for inference-literate teams
From short signal literacy to flagship telemetry design — each course assumes a model is already (or nearly) in production.
On-Device Signal Desk
Privacy-aware sampling, battery budgets, and cloud-fallback attribution for teams shipping neural features on mobile and edge.
Cost Attribution Clinic
A focused workshop mapping inference cost to product surfaces — useful before a budget review or vendor renegotiation.
Fleet Observatory
Private coaching for multi-squad organisations that need one instrumentation language across several neural features.