A · Live telemetry feed

raw events, two sources, asynchronous
awaiting signals…
embedded live via Vertex AI, scored in your browser · text is not stored

B · Intent semantic map

2D projection of the embedding space
device signal cloud signal axis anchor phrase axis centroid

C · Attribution & explainability

Predicted segment
·awaiting signals
Confidence
Attribution breakdown ← churn evidence · upgrade evidence →
How is this computed?

Guardrails

know when not to infer

Model health ledger

Unit economics

embed once at ingest, infer from cache