I Tested Claude Cowork Against Real Small Business Work. Here's What Happened.

Most AI tools promise to save you time. Then you spend six hours trying to figure out what they're actually for.

I tested Claude Cowork against real small business work. Not hypotheticals. Here's what actually happened.

Cowork is a desktop app that gives Claude access to your computer. It doesn't chat. It acts. Opens files, sorts emails, builds presentations, organizes folders. Like hiring a junior assistant who works in minutes instead of hours.

What worked

Email triage (saves 30 minutes on a heavy day). File organization (4 minutes instead of an hour). Presentation drafts (cuts prep time in half). Expense reports (the work you actually dread). Content repurposing (blog to LinkedIn thread to X). One user reported doing 49 hours of work in about an hour.

What didn't

Anything that needs precision without review. Cowork is confident. Too confident sometimes. It'll present a guess like fact. You have to check the work. Every time.

The real pattern

Cowork excels at mechanical work. Sorting, drafting, organizing, formatting. It's terrible at decisions.

If you run a small business and spend real time on email, reporting, data entry, or any task that feels like it should be automated but isn't, Cowork is worth looking at. Especially if you've tried ChatGPT and walked away.

The part nobody tells you

Most people set it up wrong. I help small business owners wire Cowork to their actual workflow. Let's talk.