SPREADSHEET & DATA ANALYSIS
Workflows for cleaning tables, writing formulas, comparing quotes, validating imports, and turning spreadsheet exports into decisions or prioritized worklists.
This hub is for structured data work that starts in a spreadsheet, PDF table, export, or tracker. The workflows focus on cleaning data, validating files, generating formulas, comparing options, and translating raw numbers into action plans and operational decisions.
Task Intent
What This Hub Covers
This hub is for structured data work that starts in a spreadsheet, PDF table, export, or tracker. The workflows focus on cleaning data, validating files, generating formulas, comparing options, and translating raw numbers into action plans and operational decisions.
The strongest place to begin is with the starter workflows on this page, then use the full list below if you need a more specific workflow for your role, tool, or input format.
Start Here
Best Starting Workflows
How to Turn a PDF Table Into a Clean Spreadsheet With AI
Use ChatGPT to extract a table from a PDF into CSV, then clean the rows, headers, and formatting in Excel or Google Sheets.
How to Use AI to Write Excel or Google Sheets Formulas From Plain English
A practical workflow for turning plain-English business rules into working Excel or Google Sheets formulas, then verifying them before you fill them down.
How to Validate a Spreadsheet Before You Import It Into Another System With AI
Use ChatGPT as a pre-import check to compare a spreadsheet or CSV against your import rules and flag missing fields, duplicates, bad dates, and inconsistent labels.
All Workflows
How to Use AI to Turn Vendor Quotes Into a Side-by-Side Recommendation Memo
A practical workflow for comparing vendor quotes and turning them into a short recommendation memo instead of a messy email chain.
How to Turn a Spreadsheet of Tasks Into a Prioritized Action Plan With AI
Convert a messy task spreadsheet into a clear priority plan with owners, timelines, and next steps using ChatGPT, Claude, or Gemini.
How to Turn a Non-Sensitive Staffing or Productivity Export Into an Ops Memo With AI
Turn a non-sensitive staffing, overtime, vacancy, or productivity export into a plain-English operations memo with trends, outliers, and manager follow-up questions.
How to Build a Simple Healthcare Admin Pro Forma From a Spreadsheet of Assumptions With AI
Build a simple pro forma from a spreadsheet of volume, staffing, and cost assumptions, then surface which assumptions matter most before leadership review.
How to Turn an Audit Findings Spreadsheet Into a Remediation Queue With NotebookLM
Turn an audit findings spreadsheet into a remediation queue grouped by department, repeat issue, due date, missing owner, and next action.
How to Turn an Unpaid Invoice Spreadsheet Into a Daily Collections Worklist With AI
Use AI to turn an unpaid invoice spreadsheet into a ranked daily collections worklist with clear next actions instead of a raw accounts receivable export.
How to Turn a Project Tracker Export Into a Daily Next-Action Queue With Gemini
Turn a project tracker export into a daily next-action queue sorted by blocked items, waiting-on-client tasks, and priority work.