Carlos Estrella

Writing about decision systems, practical analytics, AI leverage, and operating better under constraints.

[Carlos Estrella @cestrella218]

The value of a KPI is not the number itself.

The value is the behavior it changes.

If nobody owns it, reviews it, knows the threshold, or understands the next action, it is probably reporting noise.

[Carlos Estrella @cestrella218]

A useful KPI needs more than a definition.

It needs:

Owner.
Cadence.
Threshold.
Action.
Escalation path.

Without those, the number may be accurate, but it is not operational.

[Carlos Estrella @cestrella218]

A dashboard can be accurate, polished, and automated...

and still fail operationally.

If nobody knows what decision it supports or what action follows, it is mostly reporting overhead.

[Carlos Estrella @cestrella218]

The most useful dashboard question is not:

"What data can we show?"

It is:

"What decision should this help someone make?"

Visualization comes later.
The operating decision comes first.

[Carlos Estrella @cestrella218]

Dashboards should not start with available data.

They should start with the decision that needs to improve.

Who owns it? When is it reviewed? What threshold matters? What happens next?

Good dashboards reduce the distance between signal and action.

https://t.co/SgsaOrMOrm