AI for Work

What you build: your AI Ops Portfolio

Every lesson adds a section. Part 1, a workflow design doc, starts with Current Map, Insertion Point and Checkpoint, and builds to your Exceptions, Runbook and Time Check.

1. 1

   AI Workflow Design

   Redesign one real-world process with AI in it: map it, pick where AI helps, design the human check, handle exceptions, document it and measure it honestly. Part 1 of your AI Ops Portfolio is a workflow design doc.

   10 lessons

2. 2

   AI Automation

   Plan an automation for a proven manual workflow: readiness, triggers, no-code connections, AI steps, safety rails, monitoring and knowing when not to automate. Part 2 of your AI Ops Portfolio is an automation spec.

   10 lessons

3. 3

   AI for Marketing

   Use AI across a campaign: ideas, ad variations, segments, competitors, a content calendar, personalization, search, results and a distinct voice, checking what matters at each step. Part 3 of your AI Ops Portfolio is a campaign kit.

   10 lessons

4. 4

   AI for Business

   Use AI for everyday business work (reports, expenses, meeting prep, policies, hiring, vendors, planning and hard messages) while keeping the numbers checked and the legal and people decisions with people. Part 4 of your AI Ops Portfolio is a business pack.

   10 lessons

5. 5

   AI for Content Creation

   Create content with AI that's accurate, original and sounds like you: chained drafting, editing, repurposing, image prompts, video scripts, a voice guide, rights, fact-checking and a publishing checklist. Part 5 of your AI Ops Portfolio is a content kit.

   10 lessons

6. 6

   AI for Work Capstone

   Plan one cross-functional project end to end with AI (workflow, automation, marketing, content, reporting and a paper stress test) and finish with a case study and your complete AI Ops Portfolio.

   6 lessons

A real task from lesson 1

AI Workflow Design · lesson 1

Theo's notes on repair bookings: 'About 40 requests a week. For each one I read it (2 min), ask follow-up questions like bike type and problem (4 min), check the mechanics' calendar (2 min) …'

Judgment calls: step , because . Step , because .

How it works

1. 1Read a few short cards.
2. 2Write the task.
3. 3Get feedback from your coach Vo, then save it to your AI Ops Portfolio.