Explain every point
Black-box scores get ignored.
Learn · Reliability
Rolling freshness, dbt, and cost into one trendable number.
The problem
Leadership asks “are we healthy?” and gets a wall of red/green tiles.
The outcome
A single explainable 0–100 score (roadmap) trends reliability without hiding the drivers.
Score
0–100
Drivers
Freshness · dbt · cost
Use
Trend, not vanity
Black-box scores get ignored.
Not all datasets are equal.
Score complements Watchdog, doesn’t replace it.
Score is useless if alerts are chaos.
Open workspace, or book a Data Stack Health Audit credited toward Managed.