Practical AI for business
AI Tools & Software
Choose AI tools for a clear business task, then compare quality, data controls, costs and the details that matter.
A useful AI stack starts with a clear task. Decide what you want to improve, what information a tool would need and who will check the result. The tools below are examples to investigate, not a ranked list or a claim of hands-on testing.
Match AI tools to your business task
| Task | Examples & official information | Check before adopting |
|---|---|---|
| Drafting, analysis and general assistance | ChatGPT · Claude | Output verification, data controls, usage limits and the plan you need. |
| Connecting business apps | Zapier · Make | The exact trigger and action, usage charging, error handling and permissions. |
| Workplace knowledge and documents | Notion AI | Workspace permissions, source coverage and the cost of adding AI features. |
| Customer relationship management | HubSpot CRM | Contact limits, required features, team adoption and upgrade costs. |
A practical selection checklist
- Write one measurable task, such as reducing the time spent drafting a weekly update.
- Choose a representative sample that contains no confidential customer information.
- Run the same task through your shortlisted options.
- Count checking time, corrections and subscription costs as well as generation time.
- Confirm how you can export your work and stop using the service.
Use our comparison framework to document the decision. If the current process already works well, improving it may be more valuable than adding software.