Make missing, estimated, duplicated, late and low-confidence source data visible before decisions.
Seeded demonstration only. Production state transitions require workspace-scoped permissions, source lineage, explicit evidence status and audit events.
Read completeness
98.4%
Late packets
214
Clock drift >5m
18
Rejected payloads
7
Trend / evidence window
Illustrative operational view with explicit source quality.