In most small technical businesses, the person who should be selling spends Friday afternoon in spreadsheets. Claude’s desktop agent (it used to be called Cowork; now it’s just Claude) works on your actual files, edits Excel and PowerPoint directly, and can run jobs on a schedule while you do something else. I won’t list the features. Here are three plays where that time turns into money.
Image: Anthropic, from the official Claude product page
Play 1: Have the Monday pipeline pack ready before you arrive
The money: the hours a manager spends every week building the same pipeline spreadsheet and slides, which is selling time spent on admin.
How I’d run it:
- Build the pack once, by hand, the way you like it: the pipeline sheet, the summary slide.
- Ask Claude: “Every Monday at 6am, refresh this workbook from the latest CRM export in this folder, update the pivot tables, and rebuild slide 1 of the sales deck with this week’s numbers.”
- Check the first three runs carefully against the source. After that, spot-check one number each week.
The maths, as an example: if the pack takes two hours a week and the manager’s time is worth $100 an hour, that’s about $10,000 a year handed back for selling. More usefully, the meeting starts on time with numbers people trust.
Play 2: Find the jobs you’re losing money on
The money: jobs that look profitable on the quote and aren’t once the real costs land, because nobody has time to compare quoted cost with actual cost.
How I’d run it:
- Put supplier invoices, receipts and timesheet exports for recent jobs into one folder. Photos of paper receipts are fine; Claude turns them into a structured sheet with working formulas.
- Ask: “For each job in this folder, compare the quoted cost in the quotes sheet with actual materials and labour. List jobs where actual cost exceeded quote by more than 10%, and what drove it.”
- Look for the pattern, not the one-off. If installation labour is always 30% over, your quoting template is wrong.
The maths, as an example: on $1m of jobs a year, finding and fixing a consistent 5% under-quote is $50,000 of margin, from a folder of receipts.
Play 3: Check the margin before the quote goes out
The money: quotes sent with a margin nobody checked, because the price list changed and the template didn’t.
How I’d run it: before any quote over a set value goes out, ask Claude to compare its line items with the current supplier price lists in your folder and flag any line where the margin has dropped below your floor. It takes a minute and catches the expensive mistakes.
How I’d actually do it
Start with Play 2. It’s the one most likely to find real money, and it’s work nobody does by hand. Play 1 is the easiest to set up and gives a manager time back every week.
The caveat: it needs a paid Claude plan, and an agent that edits your files on a schedule deserves the same checks as a new staff member with access to the shared drive. Check what it did before you trust the next run. “It ran on its own” is a feature right up until the week it shouldn’t have.
Where this fits
Gemini in Gmail and Sheets does lighter versions of this inside Google Workspace, and Copilot’s Sales agent does it inside Microsoft 365. A pipeline pack is only as good as the pipeline behind it, which is the job of CRM Pipeline Rescue.
What shipped, for reference: Claude’s desktop agent (formerly Claude Cowork) works across your files and tools with folder access, edits Excel and PowerPoint natively, turns photographed receipts into structured spreadsheets, runs scheduled tasks, and has job-specific plugins for finance, HR and design. Requires a paid plan.
Source: Anthropic.
