Most of us do not need a big software project to benefit from AI. The biggest wins usually come from small, repetitive tasks: formatting the same report every week, summarising long documents, cleaning up a spreadsheet, or drafting a routine reply. This is where AI assistants and a little automation quietly save hours.
Where AI helps the most
- Drafting. First drafts of emails, notices, circulars and presentations. You still edit, but you start from 70% instead of zero.
- Summarising. Turning a long guideline or meeting notes into key points and action items.
- Spreadsheets. Writing formulas, explaining an existing formula, or generating a small script to merge and clean files.
- Checklists. Converting a process into a step-by-step checklist that a new colleague can follow.
- Small tools. With AI coding assistants, a non-programmer can now build a timer, a tracker or a simple web page in an afternoon.
A simple way to start
- For one week, note every task you repeat more than twice.
- Pick the most boring one and describe it to an AI assistant in plain words: the input, the steps and the output you want.
- Ask for the smallest possible solution first, such as a formula, a template or a short script.
- Test it on sample data, then improve it step by step.
Use AI responsibly
Convenience should never come at the cost of confidentiality. A few rules I follow:
- Never paste customer data, personal information or confidential documents into public AI tools. Use dummy data for testing.
- Follow your organisation's policy on approved tools.
- Always review the output. AI can be confidently wrong, especially with numbers, dates and rules.
- Keep a human in charge of any decision that affects people.
Automation is not about replacing people. It is about giving people time back for work that needs judgement and care.