Practical AI for business
Productivity
Build repeatable working habits that help AI assistance save useful time.
Reduce friction before adding tools
Scattered notes, unclear ownership and repeated searches can make work slow even when the software is powerful. Start by improving the shape of the task: one place for inputs, one expected output and one owner.
A practical weekly routine
- List the recurring tasks that interrupted focused work.
- Pick one task that has a clear input and a checkable result.
- Create a short template for the input and output.
- Try AI assistance with non-sensitive sample information.
- Compare total effort, including checking and rework.
Use templates with judgement
A reusable prompt is a starting point, not a substitute for context. Include the audience, source material, constraints and desired format. Ask the tool to identify missing information rather than invent it.
Keep information usable
Name documents consistently, record where facts came from and keep decisions separate from suggestions. These habits improve both human handovers and AI-assisted work. A tool is easier to replace when your underlying information remains organised and exportable.