AI for your role

AI for Analytics Managers

Let AI clear the queue and the reporting so your team can do the analysis that shifts strategy.

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The shift

How AI is changing the Analytics Manager role

In 2026, AI offloads much of the coordination an Analytics Manager carries — triaging requests, first-pass query review, drafting the update deck. The role tilts further toward the human work: prioritizing ruthlessly toward decisions that matter, developing analysts' judgment rather than just their SQL, and making sure the team's output changes decisions instead of just producing charts.

What AI can take off your plate

  • Drafting status updates and stakeholder summaries
  • Triaging and routing incoming data requests
  • First-pass review of SQL and analysis logic
  • Summarizing team output into a leadership narrative
  • Modeling capacity and roadmap tradeoffs

What stays distinctly human

  • Prioritizing ruthlessly toward decisions that matter
  • Developing analysts' judgment, not just their SQL
  • Translating between executives and technical teams
  • Protecting the team from low-value request churn
  • Building a culture where analysis drives action
Tools

Five AI tools for Analytics Managers

ChatGPT
Drafts stakeholder updates, reframes a backlog by business impact, and turns a week of team output into a crisp leadership summary.
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Claude
Summarizes each analyst's recent work and surfaces coaching themes — over-engineering, weak validation, unclear storytelling.
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Hex
A collaborative analytics workspace with AI that lets your team self-serve and standardize how analyses get built and shared.
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Microsoft Copilot
Drafts decks, recaps, and status reports across your existing docs so reporting stops eating your week.
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dbt
A governed semantic layer so self-serve questions get consistent answers and your team stops re-deriving the same metrics.
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Prompts

Five prompts to try today

Paste these into Claude or ChatGPT and replace the bracketed parts with your own details.

1. Prioritize the backlog
Here are our incoming data requests: [paste]. For each, infer the decision it informs and the business value, then rank them and flag the ones we should decline or defer.
2. Prep coaching feedback
Here is an analyst's recent work: [paste query/analysis]. Identify strengths and 2-3 specific, kind coaching points about rigor, validation, or storytelling I can raise in a 1:1.
3. Draft a leadership update
Here's what my team shipped this [period]: [paste]. Write a one-page update for executives that leads with decisions influenced and business impact, not activity.
4. Design a metric framework
We need a north-star and supporting metrics for [team/goal]. Propose a framework, define each metric, and note how each could be gamed.
5. Turn a request into a brief
A stakeholder asked for '[vague request]'. Draft clarifying questions to uncover the real decision, then a short analysis brief with scope and success criteria.
The playbook

Every AI play for Analytics Managers

Your full AI playbook for your role — updated every week. Tap any card for a step-by-step walkthrough and examples.

✦  New AI plays are added every week — and go straight to subscribers in their morning brief. Skip the scrolling and get yours delivered free. Get my free brief →
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A day in your inbox

This is the kind of brief a Analytics Manager gets, every weekday morning.
Monday morning
✦ Personalized for: Analytics Manager
Data PlaybookWriting and debugging SQL
Fix the query that returns nothing

A query runs clean but returns zero rows. The bug is in your join or filter, not your syntax.

Claude  FREE  reads your SQL and spots the logic error

The old way
You re-read the same 40 lines six times and start commenting out WHERE clauses at random.
The AI way
You paste the query, the schema, and what you expected. You get the likely cause in one read.
This [Postgres/MySQL/BigQuery] query returns 0 rows but should return data. Schema: [paste CREATE TABLE or column list]. Here is the query: [paste SQL]. I expected [what you expected]. Find the bug. Check join type, filter order, NULL handling, and date ranges. Explain what is wrong and give the fixed query.

Why it works: Most zero-row bugs are an inner join that should be left, or a filter that drops NULLs. A second reader catches those fast. You keep control of the fix.

Your role, all in one place
  
Tools, prompts & tricks
Your full library, one tap away.
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Your playbook
Every entry, building each week.
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How AI is changing your role
Where your work is heading.
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