Lesson 5 of 10 · Build AI Dashboards Your Team Will Open
In this lesson. Do not call an LLM on every page load.
What you will learn
- Schedule
- No LLM on load
- Cost
Walkthrough
You will precompute narratives on a schedule. Dashboards that LLM on load are slow and expensive. Architecture is part of the course.
Work through the ideas in order. After each point, pause and connect it to a task you already do — a document, a workflow, or a feature you own. The goal of Build AI Dashboards Your Team Will Open is usable skill, not a pile of notes.
If something is unclear, rewrite it in your own words before you continue. Teaching the step back to yourself is the fastest way to see gaps.
Practice
Pick a refresh cadence and what is precomputed versus live.
Keep the first attempt small. A finished example you can reuse beats a perfect plan you never run.
Check your understanding
- Can you explain the goal of this lesson in one sentence to a teammate?
- Where would you apply “Schedule” in your own work this week?
- What would you change on a second pass of the practice?
Next. Continue to the following lesson when the practice has a real artifact, even a rough one.