AI Literacy for Non-Technical Teams
A 40-minute starter for HR, Marketing, Sales, and Ops — no code, no jargon, just where AI actually helps your day-to-day.
Last updated: 2026-05-19
What you'll learn
By the end of this course you'll be able to:
- A working mental model of modern AI — without the math or the jargon
- Prompting as a learnable skill — three patterns you can practice this week
- Role-specific AI fit — where it helps HR, Marketing, Sales, and Ops differently
- The risks every non-technical user should know (and how to avoid them)
- 10 concrete prompts to try Monday morning — with how to tell if they worked
- Where to go next, based on your function and your confidence
Who this is for
Individual contributors and managers in HR, Marketing, Sales, and Operations who are being asked to use AI in their day-to-day but have never had a clear starting point. Especially valuable across GCC, India, and SEA where Copilot and ChatGPT Enterprise rollouts are landing on teams without prior AI exposure or vocabulary.
Curriculum
6 chapters · 2 hands-on exercises · capstone challenge
Each chapter ends with the learning objectives ticked off. Quizzes are auto-graded with feedback; exercises are open-ended and produce artifacts you can take to your team.
1. Demystifying AI
- Distinguish AI, machine learning, and generative AI in plain language
- Identify three AI myths that hurt non-technical users
2. Prompting as a learnable skill
- Apply the role–task–context prompt pattern
- Spot the difference between a vague prompt and a useful one
3. Where AI helps you specifically
- Map AI-fit patterns to your function (HR, Marketing, Sales, Ops)
- Identify two tasks in your week AI can compress today
4. The risks you should know
- Recognize data you should never paste into a public AI tool
- Spot hallucinations in two common business outputs
5. 10 prompts to try Monday morning
- Run 3 of 10 role-tailored prompts on real work
- Save and refine the prompts that produced useful output
Capstone: Capstone: Your first AI week
- Draft a 1-page plan for your first AI-augmented work week
- Pick the next course based on your role and confidence
Capstone deliverable: Every learner who completes this course produces «Your First AI-Augmented Week» — a tangible artifact you take back to your organization.
Curriculum live · full chapter content rolling out through 2026.
The outline, learning objectives, references, and capstone deliverable are published. Full chapter content (video, narration, exercises) ships progressively. Get notified when each chapter goes live.
References & sources
Built on cited sources — not vibes.
Every course is researched fresh against vendor documentation, regulatory sources, and peer-reviewed work. Sources used in this course:
OpenAI Prompt Engineering Guide
OpenAI · Source link
NIST AI Risk Management Framework
National Institute of Standards and Technology · Source link
Microsoft 365 Copilot Documentation
Microsoft Learn · Source link
MIT Sloan Management Review — AI at Work
MIT Sloan · Source link
Course details
Track
Foundations
Level
Foundational
Audience
Individual contributor, Manager
Industry
Cross-Industry
Stack
Stack-agnostic
Paired Gennoor Way phase
train
Format
video, reading
You finished the course. Now what?
From course to outcome.
Reading this course is step one. The next step is applying it where you work. Here's how Gennoor helps — without the deck, without the pitch.
Run this for your team
A 2-day workshop or virtual cohort for up to 25 of your people, with exercises run on your data and a 30-day adoption plan.
From $5k · 2 weeks · function-specific
Apply this to your data
A 4–6 week pilot that takes what you learned and ships a working system inside your environment. Fixed scope, fixed price, code transferred day one.
From $25k · 6 weeks · production-grade
Just want to talk?
Free 30-minute call. No deck, no pitch. We listen to your situation and tell you honestly what makes sense — even if it isn't us.
Free · no commitment · 30 minutes
Or just keep learning. We recommend next:
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