AI tools for knowledge work
Claude Code and Claude Cowork for non-technical teams: reports, research and spreadsheets
Claude Code started as a coding tool, and the same agent handles knowledge work well. Point it at a folder of files and it can read every document, build a spreadsheet, reconcile exports, draft a report or proposal and make a simple dashboard, showing each step.
Claude Cowork brings this to non-technical people in the Claude app. You hand off a task, Claude works in the folders and tools you choose, and you come back to finished work for review. It can run scheduled tasks while your laptop is closed.
The facts that matter
| What | Detail | Source |
|---|---|---|
| Where it runs | Claude Code runs in the terminal, desktop app, web, IDEs and Slack on macOS, Linux and Windows. | Anthropic: Claude Code |
| Cowork | Works on paid plans in the desktop app, with web and mobile rolling out. It can schedule recurring tasks and run several parts of a task at once. | Anthropic: Claude Cowork |
| Knowledge work examples | Anthropic lists recurring reports, spreadsheet reconciliation with variances flagged, first-pass contract review against a playbook and call-note analysis. | Anthropic: Claude Cowork |
| Training | Anthropic's commercial terms say it may not train models on customer content from its services. | Anthropic commercial terms |
How a team can use it
Month-end reconciliation
Point Claude at regional exports and the budget, and get a working spreadsheet with variances flagged.
Proposals and tenders
Give it past proposals and a new brief, and get a first draft in your format.
Research packs
Read a folder of reports and produce a summary with every claim cited to its file.
Simple dashboards
Turn a spreadsheet into an interactive dashboard your team can open in a browser.
Data and safety
Use a Team or Enterprise plan so commercial terms apply, give Claude access only to the folders it needs, and review outputs before they reach clients. Keep a person checking every figure.
Get started
- Install the Claude desktop app on a Team plan.
- Make a folder with the files for one repeat task.
- Ask Cowork for the finished output and review the steps it took.
Common questions
Can non-developers use Claude Code?
Yes. Many people use it for files, reports and analysis. Claude Cowork gives the same power in a simpler app with no terminal.
What is the difference between Claude Code and Claude Cowork?
Claude Code is aimed at technical work and runs in terminals and IDEs. Cowork is built for anyone handing off tasks across files and tools.
Can Claude work with Excel?
Yes. It can read and build spreadsheets, reconcile data and flag variances, which you then check.
Is Claude safe for business data?
On commercial plans, Anthropic's terms say it may not train on your content. Still limit access to what each task needs.