SO

Data Confidence

● Demo data

Confidence is a transparent data-quality signal — not a claim about real-world truth. Every card and table in DRISHTI carries it so leaders know how much to trust each number before acting.

Overall Confidence
0%
Low
High-Confidence Records
0
Low-Confidence Records
0
Degraded Sources
0
Confidence Distribution

What drives confidence

The factors that compute each record's score.

01Source freshness (time since last successful sync)
02Completeness (required attributes present)
03Duplicate / entity-resolution status
04Validation errors on the record
05Manual verification status
06Source-system reliability weighting
07Attribute conflict status across sources

Source Health

Freshness + reliability per connected feed.

SourceCategoryFreshnessReliabilityStatus

Open Alerts

Confidence-, expiry-, and gap-driven triggers.

Low-Confidence Records

Records below the 70% threshold — verify before high-stakes use.

TypeReferenceScoreLevel