KPI = number + owner + action.
A metric without an owner is theatre. The control room maps each KPI to a threshold, an escalation path and a decision cadence.
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Сhoose
Engineered
Creativity
Type: Operational prototype
Focus: Dashboards / KPI
Role: Workflow, dashboard, reporting logic
01 / Overview
A project built to explain the system behind the surface.
A control-room concept for automating reporting, KPI follow-up and business workflows. It connects data clarity with operational rhythm.
Many dashboards show numbers without changing behaviour. The challenge is to connect metrics to decisions, alerts and repeatable action.
Approach
The system separates raw inputs, transformation logic, KPI definitions and a clean presentation layer. Each metric has an owner, a threshold and a next action.
Outcome
A practical data project that treats dashboards as decision infrastructure, not decoration.
Raw data stays separate.
Inputs, cleaning rules, transformations and presentation live in distinct layers so the dashboard can be audited and changed without breaking trust.
Alerts need context.
The goal is not more notifications. Alerts are grouped by severity, expected impact and next step so operators can move quickly.
Rhythm creates adoption.
Daily monitoring, weekly review and monthly synthesis turn the dashboard into an operating ritual instead of a static screen.
02 / Build
What the page documents.
- Data intake and cleaning workflow
- KPI taxonomy with thresholds
- Dashboard layout for fast scanning
- Automation notes for alerts, exports and recurring reporting
03 / Reading
Why it belongs inside ENS.
This case study is designed as an explanatory page: context first, then method, then outputs. It avoids hiding behind screenshots and makes the thinking visible.
The visual language stays close to the existing ENS site: dark accents, strong spacing, restrained motion and clear editorial hierarchy.
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