Dashboard Machine
Assembles the reporting layer, and refuses to publish a number that does not reconcile with its source.
The problem
Dashboards lose trust the first time two of them disagree. Once a leadership team is arguing about whose number is correct, the reporting layer has stopped being an asset and started being a tax on every meeting.
The solution
Dashboard Machine builds the models and the views, then reconciles every published figure against the source system on a schedule. A metric that drifts from its source is flagged and held back, not quietly displayed to someone about to make a decision on it.
What's inside
Features
Numbers reconcile or they don't ship
Every published metric is checked against the source system. A mismatch blocks the refresh and raises an alert instead of rendering a chart.
One definition per metric
Metrics are defined once, in one place, so two dashboards can never quietly disagree about what the word revenue is supposed to mean.
Freshness is visible
Every view states when its data last reconciled, so nobody makes a call on a panel that silently stopped updating two weeks ago.
Written insight, not just charts
Each refresh ships with a short written read of what changed and what it likely means, grounded in the numbers underneath it.
Anything can generate. A machine earns the name when something can automatically reject its work and make it try again.
- Goal
- Every dashboard fresh, and every metric reconciled against its source of truth.
- Verify
- Scheduled reconciliation of each published figure against the source system; drift beyond tolerance blocks the refresh.
- Stop when
- All metrics reconcile, or drift is detected — then it holds the refresh and alerts, rather than publishing a number that is wrong.
In Development · no client results published yet
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