ACCELERATE with AI · Digital Playbook
AI Academy · ACCELERATE with AI · Drivers

ACCELERATE with AIDigital Playbook

A practical digital resource to help you revisit the Module 1 frameworks, apply them to a real workflow you own, share the learning with your team, and prepare one workflow opportunity for Module 2.

Use this digital playbook in the way that best supports your needs. Start with the section most relevant to the situation in front of you, explore the areas that are useful now, and return to others whenever the need arises.

Getting started

What this playbook is for

Structure

How to use this playbook

Every framework in the library is built the same way, so you can open any one of them on its own and use it without needing to recall the classroom discussion.

Find the right framework

Start from the situation you are in

Choose the situation closest to what you are working through now. You can return to the map whenever a different need or decision arises. Each row opens the framework built for that moment at its application section.

If none of these quite fit, the Three Judgement Gates are the safest general-purpose starting point: they work for almost any task or workflow you are weighing up.

Share with your team

Run a knowledge-sharing session

Sharing the learning is one of the core ways to use this playbook. Each framework includes a ready-to-facilitate Share it with your team section, so you can bring the frameworks into conversations with colleagues and help broaden their application across the business. Different frameworks suit different formats — the one that belongs to each framework is set out inside it.

You do not need to be an AI expert to run these

Each framework's Share it with your team section names the format that suits it, who to involve, how to run it, and the module's own questions to use. You are facilitating a business conversation about judgement, not teaching a technical class.

Prepare for Module 2

Your Next Steps until Module 2

Two things to complete

Task 1 · AI Workflow / Task Opportunity Canvas — develop one workflow opportunity that matters to your function, business unit or MAF priorities. A first-pass workflow opportunity, not a final business case.
Task 2 · Framework-in-Action Reflection Log — reflect on how you applied the canvas and the Three Judgement Gates after Module 1: what you tried, what you noticed, what you challenged, what you avoided and what you learned.

Framework library

Seven frameworks, organised by the work they support

Each framework is self-contained: why it matters, what it is, when you should use it, how to apply it, and how to share it with your team. Open the framework that best fits the situation in front of you and return to others whenever they become relevant.

Reference

Glossary

Every term used in this playbook is also explained where it first appears, so you should never need to come here mid-task. This section is for checking a definition after the fact.

Saving your work

Keeping a copy, if you want one

Anything you type is stored in this browser, on this device, and is not sent anywhere. Saving is a convenience rather than a requirement — the playbook works as a reference resource whether or not you keep notes in it. Save my results as a PDF gives you a readable copy of everything you have written. Download a backup saves the same entries as a data file, so you can restore them if you change browser or device.

This browser is not allowing the page to save data locally, so anything you type will be kept only while this tab is open. Download the file and open it directly from your own computer to keep notes between visits, or use Export a copy before you close the tab.
Disclaimer. This playbook is an internal learning resource produced for participants of the Majid Al Futtaim AI Academy ACCELERATE with AI programme. Frameworks are drawn from Module 1, Managing Self — AI Judgement, Value & Responsible Use, taught by Jakob Widerberg with Emeritus and NUS Business School. Figures attributed to Majid Al Futtaim are drawn from internal programme and strategy materials, are pre-cross-charge and indicative rather than audited; external statistics are attributed at the point of use. Nothing here constitutes legal, financial or regulatory advice. Regulatory references, including the UAE Personal Data Protection Law (Federal Decree-Law No. 45 of 2021), are summarised for orientation only — confirm any specific obligation with Legal, Data Privacy and Information Security before acting. Notes you enter are stored in your own browser on your own device and are not transmitted anywhere.