🎯 Build a Scorecard People Actually Read

We have dashboards nobody looks at and I still cannot tell how we are doing. Build me a scorecard app. Keep measures as records, each with its name, what it actually tells us, how it is calculated, the target, the owner, the frequency it is updated, and whether higher or lower is better. Deliberately limit the scorecard to a small number of measures and make me justify adding another. Show each measure against its target with the trend over recent periods and against the same period last year, not just the current value. Highlight measures that have moved direction rather than only those that are red. Add an AI agent that writes a short plain-language note each period saying which measures actually moved, what appears to have caused it based on the underlying records, and which one or two deserve attention, rather than restating every number. Automate two things: a reminder to each owner when their measure needs updating, and a scheduled monthly scorecard to the team with the narrative. Two logins: a measure owner who updates and comments on their own, and a leadership view.