Dashboards
Operations Pulse
A management dashboard driven by a governed metrics catalog: metrics are defined once, published to the time-series store, and read identically by every app.
- Role
- Metrics architecture, full-stack build
- Timeline
- TBD
- Status
- Live
- Client
- Food & beverage manufacturer — leadership team
The problem
Every department had its own version of the same number. Meetings started with reconciling definitions instead of making decisions.
The approach
A metrics catalog holds the definition, owner, unit, and grain for each metric. A publishing job writes computed values into the time-series store, and every surface — dashboard, export, downstream app — reads that one series. Nothing recomputes a metric in the presentation layer.
The result
A single set of numbers for the leadership meeting, each one traceable to its definition and its owner. Adoption and reporting-cycle figures: TBD.
The stack
Inside the app
Real screens with branding blurred, or reproduced with anonymized data — no client names, logos, or user identities.
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