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You are inside the free preview. Lesson one is open below; the remaining course unlocks after enrollment.

Choose one workflow worth automating

Write the input, output, and quality bar

Spot the risk before adding tools

Leave with a one-page workflow brief

Lesson 1 unlocked

Map the AI stack and choose your first operator workflow

Students audit their current work, rank tasks by repetition and risk, and select the workflow they will automate through the cohort.

1Audit the work

2Score the AI fit

3Choose one workflow

Preview assignment

Submit a one-page workflow brief: input, output, quality bar, tools, risk, and expected time saved.

Course

6 weeks

Labs

12

Trial

1 open

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Trial lesson

Map the AI stack and choose your first operator workflow

Students audit their current work, rank tasks by repetition and risk, and select the workflow they will automate through the cohort.

1

Audit the work

List the repeated requests, research tasks, reports, briefs, and handoffs that already consume your week.

2

Score the AI fit

Rank each task by repetition, risk, source needs, approval needs, and potential time saved.

3

Choose one workflow

Pick the first operator workflow you will build through the cohort and define its output quality bar.

Course lesson list

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Lesson 1 is open in this trial. The remaining 11 lessons are visible so students know what the full classroom contains before paying.

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Week 1

AI Operator Foundations

Pick high-value workflows, understand the AI stack, and avoid wasting money on tool sprawl.

preview open55 minutes

Map the AI stack and choose your first operator workflow

Students audit their current work, rank tasks by repetition and risk, and select the workflow they will automate through the cohort.

full course45 minutes

Models, costs, context windows, privacy, and risk

Build a model/tool decision matrix for your selected workflow.

Locked

Week 2

Prompt Systems and SOPs

Move from random prompts to reusable operating procedures.

full course60 minutes

Prompt systems, roles, rubrics, and reusable instructions

Turn one messy prompt into a reusable SOP with an output schema and review rubric.

Locked
full course45 minutes

Create a personal AI workflow library

Publish three reusable workflow cards for your capstone.

Locked

Week 3

RAG, Memory, and Source-Grounded Research

Make AI answer from trusted material, not vibes.

full course60 minutes

RAG and memory without overengineering

Create a trusted source pack and run a source-grounded research answer with citations.

Locked
full course50 minutes

Build an AI research desk

Deliver a sourced research memo from the desk.

Locked

Week 4

Agents, APIs, and Automations

Connect AI to tools while keeping humans in control.

full course60 minutes

Agentic workflows and tool use

Sketch an agent workflow with tool calls, memory, approvals, logs, and rollback points.

Locked
full course50 minutes

Automation blueprint: from trigger to reviewed output

Create a working automation blueprint and runbook.

Locked

Week 5

Evals, Safety, and ROI

Know if the AI workflow is good enough to trust.

full course65 minutes

Evals, scorecards, failure modes, and launch thresholds

Create an eval scorecard and test set for your capstone workflow.

Locked
full course45 minutes

AI ROI: time saved, quality gained, and risks reduced

Submit a one-page ROI note for your workflow.

Locked

Week 6

Capstone and Launch

Package the AI operator system into something real.

full course75 minutes

Capstone build lab

Submit the full capstone package.

Locked
full course60 minutes

Launch review and adoption plan

Record final improvements and next deployment steps.

Locked