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VICTORIA PREW

Victoria Prew is an award-winning entrepreneur and CEO who has raised over $10M in venture capital funding (when 2% of VC goes to female founders), scaling tech-first marketplace HURR to become a UK revenue leader.

Feb 02 • 4 min read

🔊 Claude Cowork + Top 10 Websites


[thriving in chaos] [victoria prew]

Claude Cowork + Top 10 Websites

Read this on victoriaprew.com​

Read time: 5 minutes

Hey! 👋 Happy Monday.

I've been an entrepreneur for many years now. I've tested every productivity tool, every AI assistant, every "game-changing" app that promises to save you time.

Most of them end up deleted from my desktop within a week.

Claude Cowork is different. It's genuinely changing the way I operate day to day. This email is a little longer than usual, there's a lot to unpack! And I want to share my learnings as I go....


[the system]

ChatGPT looks like a toy in 2026:

For months, I've been using ChatGPT like everyone else. Copy-pasting documents. Uploading screenshots. Asking it to analyse things. Then manually implementing every suggestion it gives me.

It's helpful. But it's still just... advice.

Cowork doesn't give advice. It does the work.

I spent last Tuesday morning dealing with expense reports. 40 receipt screenshots scattered across my phone and desktop. Normally this would take me 90 minutes of manual data entry, categorising, calculating.

I gave Cowork access to one folder on my Mac. Told it what I needed. Stepped away to make coffee.

Came back to a complete Excel spreadsheet. Every receipt processed. Dates extracted. Categories assigned. Totals calculated. Formatted professionally. 12 minutes. Zero manual work.

That's not an isolated example. Here's some of the use cases over the past few weeks:

  1. Research synthesis: I had 15 PDFs and 20 bookmarked articles about AI agents for knowledge work. Needed a coherent report for my team. Cowork read everything, synthesised the findings, flagged contradictions between sources, and created a structured markdown document with citations. Done in 18 minutes while I was in a meeting.
  2. File organisation: My Downloads folder was chaos. 200+ files with names like "Screenshot 2025-12-03 at 2.34.12 PM.png" and "download(7).pdf". Cowork sorted everything by type and date, renamed files using a consistent format (YYYY-MM-DD-descriptive-name), created logical subfolders, and generated a summary document showing what moved where. 23 minutes.
  3. Presentation creation: I needed a pitch deck combining our Q4 numbers from Google Drive with notes from my local planning folder. Normally I'd spend 2-3 hours building this. Cowork pulled the data, combined everything, created a professional PowerPoint with our brand formatting. 38 minutes.

The setup (simpler than you think)

Requirements:

  • Claude Max subscription ($100-200/month depending on usage tier)
  • macOS Desktop app
  • Active internet connection

How to start:

  1. Download the Claude Desktop app
  2. Click "Cowork" in the sidebar
  3. Grant access to a specific folder (start with one dedicated workspace folder, not your entire hard drive)
  4. Describe what you want done
  5. Step away

[the framework]

Top 20 use cases for founders:

Financial & Admin

  1. Turn receipt screenshots into categorised expense spreadsheets
  2. Extract key dates and obligations from contract PDFs
  3. Create invoice summaries from scattered files
  4. Build budget trackers from bank statement exports
  5. Generate monthly financial reports from raw data

Research & Analysis

  1. Synthesise customer interview transcripts into themes
  2. Compare vendors on pricing, features, and reviews
  3. Analyse competitor marketing materials for positioning insights
  4. Extract highlights from annotated PDFs
  5. Create literature reviews from research paper folders

Content & Documents

  1. Turn meeting notes into formatted presentations
  2. Create project briefs from scattered planning documents
  3. Generate FAQs from customer support logs
  4. Build style guides from approved content examples
  5. Transform long reports into executive summaries

Data Processing

  1. Extract data from form screenshots into spreadsheets
  2. Combine multiple CSV files into organised formats
  3. Clean and standardise messy data exports
  4. Convert between file formats in bulk
  5. Pull specific fields from large document sets

What makes it better than ChatGPT?

After using both extensively:

ChatGPT excels at: Creative brainstorming, quick responses, image generation (DALL-E), broad versatility, faster iteration on ideas.

Cowork excels at: Complex document analysis, large file processing (200K token context window vs ChatGPT's 128K), professional file creation with proper formatting, autonomous multi-step execution, deep reasoning and code understanding.

The real difference: ChatGPT tells you what to do. Cowork does it for you.

I'm not abandoning ChatGPT....I still use it for quick questions and brainstorming. But for actual work that involves files, documents, data processing, research synthesis? Cowork is in a different league.


[the lesson]

The shift from advice to action

We're in a transition moment with AI.

2023-2024 was about AI that chats. Helpful, but you still did the manual work.

2026 is about AI that operates. You delegate outcomes. You come back to finished work.

This changes how you think about your time.

I'm no longer spending 90 minutes on expense reports. I'm not manually synthesising research. I'm not building presentations from scratch by copying data between files.

I'm describing what done looks like. Then letting Cowork execute.

That freed up 8-10 hours last week alone.

Here's what I used that time for instead:

  • Two investor calls that might have been emails
  • Deep work on our Q1 product strategy
  • A conversation with a founder who needed advice
  • An extra workout and proper dinner instead of eating at my desk

The tool isn't perfect. It's a research preview (early and raw). But it's the clearest signal I've seen of where productivity is heading.

Humans make decisions. AI executes them.

That's the future. And it's available now for anyone with a Mac and a Max subscription.


See you next Monday!

Victoria

P.S. Claude pricing might give you pause ($100-200/month isn't cheap). But if it saves you even 5 hours a month, that's 60 hours a year. What's your hourly rate? For me, the math makes sense immediately. Start with one month. Track what you use it for. If you're not saving significant time, cancel.


Victoria Prew is an award-winning entrepreneur and CEO who has raised over $10M in venture capital funding (when 2% of VC goes to female founders), scaling tech-first marketplace HURR to become a UK revenue leader.


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