AI Spreadsheet Automation for macOS
Spreadsheets are the universal tool of business. Every team uses them for budgets, project tracking, competitive analysis, contact lists, and dozens of other things. The problem is never the spreadsheet itself - it is getting data into one. Copying numbers from bank statements, scraping competitor prices from websites, extracting figures from PDFs, building contact lists from exports. This data entry work takes more time than the analysis it enables. Fazm automates the gathering, structuring, and entry so you can skip straight to the part that actually requires your judgment.
The Data Entry Bottleneck
Building a useful spreadsheet typically involves three stages, and the first two are pure drudgery. First, gather the raw data - log into your bank, navigate to the right page, find the download option (if there is one), deal with the format it exports in (often PDF or a poorly formatted CSV). Visit competitor websites, copy each price, paste it somewhere. Find the right PDF attachment in your email, open it, copy the table manually.
Second, clean and structure the data. Bank CSVs come with dates in one format, amounts in another, and category fields that are useless (most banks call everything "Debit"). Competitor pricing needs units added, currencies converted, bundle deals unpacked. The raw data from any real-world source needs significant work before it is ready to analyze.
Third, add the analysis layer - formulas, charts, conditional formatting, pivot tables. This is the valuable part, the part that requires thinking. But most people are too drained by stages one and two to do this well. They end up with a messy spreadsheet that has the data but lacks the structure to make it useful.
Fazm eliminates stages one and two entirely. You describe the spreadsheet you want, Fazm gathers the data from its source, structures it correctly, and delivers a clean sheet ready for analysis. The work that was taking 90 minutes now takes five.
Spreadsheet Commands You Can Give Fazm
How Fazm Builds Spreadsheets
Identify and navigate to the data source
Fazm determines where the data lives based on your description. For bank statements, it opens your banking portal, logs in with your saved credentials, and navigates to the transaction history. For competitor pricing, it opens each website. For PDF invoices, it opens the file in Preview. It handles authentication and navigation automatically.
Extract and clean the raw data
Fazm reads the data from whatever format it comes in - HTML tables on web pages, PDF text and tables, CSV exports with inconsistent formatting, or structured content in other apps. It cleans up date formats, standardizes currency amounts, removes duplicate entries, and resolves inconsistencies that would corrupt analysis.
Design the spreadsheet structure
Based on your request and the data available, Fazm determines the appropriate column layout. For an expense sheet, that means Date, Merchant, Amount, Category, and Notes columns. For a competitive analysis, it is Feature Name plus one column per competitor. The structure is logical and ready for analysis from the first row.
Enter data into Google Sheets or Excel
Fazm opens Google Sheets in your browser (or Microsoft Excel or Numbers, depending on your preference) and enters the data cell by cell. It handles column width, number formatting (currency vs. plain numbers vs. percentages), date formatting, and header styling automatically.
Add formulas, charts, and analysis
Fazm adds the analysis layer you requested. SUM and AVERAGE formulas for totals. VLOOKUP to cross-reference data from another tab. Conditional formatting to highlight values above or below thresholds. A bar chart comparing the data. A pivot table summarizing by category. You specify what you need and Fazm builds it.
Real-World Examples
Competitive pricing analysis
A product manager needs to present a competitive analysis at the weekly leadership meeting. She needs pricing tiers, key features, and user ratings for five competing project management tools. Without Fazm, this means visiting five websites, scrolling through pricing pages, copying numbers, checking G2 or Capterra for ratings, and building the comparison manually - about 45 minutes of work.
"Find competitor pricing for project management tools - Asana, Monday, ClickUp, Notion, and Linear. Put pricing tiers, key features, and G2 ratings in a Google Sheet. Add a bar chart comparing monthly costs per seat at 10 users."
Fazm visited each website, extracted pricing data from their pricing pages, checked G2 for ratings, and populated a clean comparison sheet with a chart in under four minutes. The PM had her analysis before her morning standup.
Monthly expense categorization
A freelancer needs to separate business expenses from personal spending for quarterly tax filing. Three months of transactions spread across two credit cards and a business checking account. The data exists in banking portals but in an unusable format.
"Create a spreadsheet with all my business transactions from my Chase checking account and Amex business card for Q1. Categorize as: software, travel, meals, equipment, or miscellaneous. Flag any transaction over $500 in red. Add totals by category and a chart showing the breakdown."
Fazm logged into both banking portals, exported Q1 transactions, categorized each one using merchant names, and built the sheet with conditional formatting and a pie chart. 137 transactions processed in about 8 minutes. Manual categorization would have taken over an hour.
Why AI Spreadsheet Creation Beats Manual Data Entry
Zero data entry
Fazm reads data from its source and enters it directly. No copying, no pasting, no reformatting. Clean data in the right cells from the start.
Cross-source compilation
Combine data from your bank, a competitor website, a PDF invoice, and a Jira board into a single sheet. Fazm navigates between sources seamlessly.
Instant analysis layer
Ask for a chart and Fazm builds one. Ask for totals and it adds SUM formulas. Ask for conditional formatting and it sets up the rules. You describe what you need, Fazm builds it.
Frequently Asked Questions
Can Fazm create Google Sheets or Excel files?+
Both. Fazm can open Google Sheets in your browser and populate cells directly using keyboard input and the Sheets UI. It can also create local Excel or Numbers files on your Mac. You specify the format in your command.
What data sources can Fazm pull from?+
Bank statements and transaction history in your browser, PDFs on your desktop, websites with tables or structured data, email attachments, CSV exports, other spreadsheets, Jira boards, and any app visible on your screen. Fazm reads the data visually the same way you would and structures it appropriately.
Can Fazm add formulas and pivot tables?+
Yes. Fazm can insert any formula - SUM, AVERAGE, VLOOKUP, COUNTIF, SUMIF, INDEX/MATCH, and more. It can create pivot tables, apply conditional formatting rules, build charts from your data, and freeze header rows. Just describe what you want in the final spreadsheet.
How accurate is the data that Fazm enters?+
Fazm reads data from the source directly and enters it as-is. It does not estimate or infer numbers. If a value on the source page is ambiguous, it flags it for your review rather than guessing. Accuracy is equivalent to careful manual data entry.
Can Fazm keep a spreadsheet updated over time?+
Yes. You can set up a scheduled workflow that runs weekly or monthly to pull new data and append it to an existing spreadsheet. This is useful for ongoing expense tracking, social media analytics exports, or competitor price monitoring.
Build Spreadsheets in Minutes, Not Hours
Download Fazm and let AI gather data from any source, structure it cleanly, and build you polished spreadsheets with formulas and charts - while you focus on the analysis, not the data entry.
Download Fazm