AI for your role

AI for Operations Analysts

Spend less time wrangling spreadsheets and more time solving operational problems.

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The shift

How AI is changing the Operations Analyst role

AI now handles the repetitive parts of operations analysis like cleaning messy data exports, writing formulas, and drafting status reports. It can summarize process documentation, spot patterns in throughput and cycle time data, and turn raw numbers into plain-language explanations for stakeholders. This frees you to focus on root cause analysis, recommendations, and decisions about where to fix bottlenecks.

What AI can take off your plate

  • Cleaning and reformatting raw data exports
  • Writing and debugging formulas, SQL, and basic scripts
  • Drafting recurring status reports and KPI summaries
  • Summarizing long process documents and meeting notes
  • Generating first-pass charts and dashboard layouts

What stays distinctly human

  • Deciding which problems are worth solving and in what order
  • Validating that AI output matches what is really happening on the floor
  • Understanding context and politics behind a metric change
  • Making the final recommendation and owning the outcome
  • Building trust with the teams whose work you are analyzing
Tools

Five AI tools for Operations Analysts

ChatGPT
An Operations Analyst uses it to draft SQL queries, explain Excel errors, and turn a table of KPIs into a written summary for managers.
Try it →
Microsoft Copilot in Excel
It generates formulas, builds pivot summaries, and highlights trends in operational datasets without manual chart building.
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Claude
An analyst pastes long process documents or meeting notes and asks it to summarize steps, flag gaps, and list open action items.
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Power BI with Copilot
It builds and explains dashboards from operational data so the analyst can answer ad hoc questions about volume, SLA, and cost in natural language.
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Tableau Pulse
It monitors metrics like cycle time and backlog and sends plain-language alerts when a number moves outside its normal range.
Try it →
Prompts

Five prompts to try today

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

1. Clean a messy export
I have a CSV export with inconsistent date formats, blank rows, and duplicate records. Here is a sample: [paste 10 rows]. Give me step by step instructions to clean it in Excel, plus the exact formulas to use.
2. Explain a metric change
Our [metric name] changed from [old value] to [new value] over [time period]. Here is the supporting data: [paste data]. Write a 3 sentence explanation for a non-technical manager covering what changed and the most likely drivers.
3. Draft a SQL query
I need a SQL query against a table called [table name] with columns [list columns]. I want [describe result, e.g. average handle time by team for last 30 days]. Write the query and explain each clause.
4. Find the bottleneck
Here is process timing data for each step: [paste data with steps and durations]. Identify the slowest steps, estimate where time is lost, and suggest 3 questions I should investigate.
5. Build a weekly ops report
Turn these numbers into a weekly operations report: [paste KPIs and last week's values]. Include a short summary, a table of changes, and a bullet list of items that need attention.
The playbook

Every AI play for Operations Analysts

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 Operations Analyst gets, every weekday morning.
Monday morning
✦ Personalized for: Operations Analyst
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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