IF-19 · Operations interface

Analytics, KPI and operational reporting

Carry named definitions, source windows, denominators, gaps, privacy policy and reproducible calculation revisions.

Authority model

Name the source—and name what it cannot prove.

The same message can be observation, projection, plan, receipt or physical evidence. This contract keeps those meanings separate.

Authority

Source systems own observations; the analytics product owns declared calculations; accountable teams own decisions and outcomes.

Degraded behavior

Missing coverage, withheld data, late events and definition changes remain visible; predictions and estimates are labelled.

Outcome boundary

A dashboard metric, score, forecast or candidate does not imply causal effect, billing acceptance or operational decision.

Product allocation

A product can appear on both sides when it transforms one authority into another; each transformation retains its own evidence.

versioned→fail-closed

Transport allocation

The program can select one or more transports without changing the source authority or failure contract.

Query APIBatch exportDashboard viewGoverned warehouse feed

OEM program workshop

Allocate owners, transport, schema, releases, policy, content, degradation, replay and target acceptance in one controlled baseline.