AI Plays: Data for Managers: A Playbook for Managers Who Work with Data Every Day

You have reports. You have dashboards. You have numbers you're expected to understand and repeat in meetings. You were never taught how to do any of this with confidence.

This book changes that. Not by making you a data analyst - you don't need to be one. But by giving you 23 practical plays you can run right now to interpret the data you already receive, direct your analysts to produce the analysis you actually need, and communicate findings in ways that land with leadership.

For Managers Who:

• Work with data but never got formal training in how to interpret it
• Are tired of being caught off guard by questions they should have anticipated
• Want to give their analysts clear direction instead of vague requests
• Need to communicate findings in ways that produce decisions, not just acknowledgment
• Have access to AI and want to use it for actual work, not experiments

Each play is simple: a prompt you copy into Claude, fill in three blanks, and run. The structure does the thinking. You provide the judgment.

1. You'll Stop Guessing Before Meetings

The Thursday leadership review used to catch you off guard. A number you thought was solid gets challenged. You don't have the answer ready. This book teaches you to identify the hard questions before the meeting and prepare answers. The Meeting Prep play takes 15 minutes. It changes what happens in the room.

2. You'll Get Better Analysis From Your First Ask

Instead of emailing your analyst a vague request ("can you look at the customer data by region?"), you'll give a clear brief that produces exactly what you need in one round instead of three. The Question Sharpener and Analyst Brief plays eliminate the back-and-forth.

• Confidence with numbers: A structured way to read a report, verify a metric, and understand what it's actually measuring before you cite it
• Credibility in meetings: No more frozen moments when Kim asks a follow-up question you didn't anticipate. You'll have the answers ready
• Time back: The overhead work that eats your calendar - the verification, the revision cycles, the meeting prep - gets compressed into plays you can run in minutes
• Clarity with your team: Instead of vague direction that produces twelve-tab spreadsheets, you'll give briefs that produce exactly what you need

Every play follows the same structure:

1. Copy the prompt from the appendix or your saved library
2. Fill in your specifics (the report name, the number, the meeting, the audience)
3. Run it in AI
4. Edit the output for your context and use it

No coding. No new tools. No learning curve beyond the first time you run each play. After a month, the structure becomes invisible - built into how you prepare, how you read data, how you communicate.

This is not a book about becoming a data analyst. It's a book about doing your actual job - the job you already do - better and faster.

The plays are ready to use today. Pick the one that matches your immediate situation. Run it. See what changes.