Workflow Integration track
AI Workflow Integration
Map the week, pick the slot, build the habit, measure the gain.
A practical track on embedding AI into the work you already do. Where it fits, the mechanics that make it feel native, when to graduate to real automation, and how to measure whether any of it is working.
Take the diagnostic first.
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Start the diagnosticBy the end of this track, you will
- Map your week and identify the two or three AI-shaped slots in it.
- Build a three-prompt library with text-expansion triggers and a weekly maintenance habit.
- Graduate a workflow from chat-and-paste to a thin-script automation when the math supports it.
- Track three metrics that tell you whether your AI workflow is actually delivering value.
Syllabus
Module 1
Where AI fits
Map your existing work, then find the slots where AI turns hours into minutes without rebuilding anything.
- LMap your week before picking tools~5 min
- LThe shape of high-value slots~5 min
- DDrill: pick the first slot~3 min
- LThe hidden costs of adding AI to a workflow~5 min
- DDrill: find the leaks~5 min
- LDesign your first automation~8 min
- DDrill: scale or cut~5 min
Module 2
Shortcuts, templates, and keyboard habits
The small mechanics. Snippets, saved prompts, keyboard shortcuts, and the one weekly habit that keeps your prompt library from rotting.
- LThe saved-prompt library~5 min
- LText expansion and keyboard shortcuts~5 min
- DDrill: name the top three~3 min
- LThe one weekly maintenance habit~4 min
- DDrill: find the broken habits~5 min
- LBuild your three-prompt starter library~10 min
- DDrill: scaling the library~5 min
Module 3
The automation threshold
When to graduate a workflow from chat-and-paste to actual automation. The cost-benefit math, the handover moment, and the trap of automating too early.
- LThe five-times rule~5 min
- LPaste, API call, cron job~5 min
- DDrill: pick the automation stage~3 min
- LThe handover moment~5 min
- DDrill: spot the handover failures~5 min
- LDecide your next graduation~8 min
- DDrill: handle the graduation call~5 min
Module 4
Measure what you automated
Simple numbers you can trust. Three metrics, two checkpoints, and the monthly review that keeps your workflow gains from silently eroding.
- LThe three metrics that matter~5 min
- LBaseline and drift~4 min
- DDrill: pick the metric~3 min
- LThe monthly review~5 min
- DDrill: catch the silent regression~5 min
- LStart your numbers this week~5 min
- DDrill: explain the decline~5 min
Module 5
Capstone
Eight questions across the four modules. Clear 70% to earn the certificate.
- QFinal quiz~14 min