AI Ops Expert
← All blueprints
Reference buildCross-industry

AI Ops KPI Dashboard with Weekly Narrative

A live dashboard of your core operating numbers, plus a plain-English weekly brief that explains what moved, flags risks, and recommends three actions.

AI IntegrationAI Implementation

The problem

Owners have their numbers spread across spreadsheets and SaaS tools and rarely have time to assemble them, let alone interpret them.

How it works

  1. A weekly schedule pulls operating data from Google Sheets (or your systems).
  2. A code step calculates the metrics — revenue, leads, deals closed, month-over-month change. The math never depends on the AI.
  3. Claude turns those numbers into a short narrative: wins, risks, and three recommended actions.
  4. The dashboard updates, and the brief goes to the owner by email or Slack.

Why the split matters

Letting a language model do arithmetic is how dashboards end up wrong. Calculating in code and using AI only for interpretation keeps the numbers auditable.

Want this running in your business?

We adapt the blueprint to your tools, set the controls, and measure it against your baseline.