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MAKE IT WORKAI Opportunity Scan

AI PRODUCTIVITY GUIDE

Where can AI save time in an SME?

AI usually creates its first practical value in frequent, repeatable and information-heavy work—not in the most dramatic use case.

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01

Start with recurring work

Look for activities repeated daily or weekly across several employees. Even a small saving can become meaningful when frequency and headcount are high.

  • Recurring reports and summaries
  • Meeting and decision preparation
  • Customer or prospect research
  • Document classification and extraction
  • Internal knowledge searches
02

Find the friction around the task

The visible task may not be the real problem. Time is often lost finding inputs, checking versions, reformatting information, securing approvals or moving work between systems.

03

Prioritise by value and feasibility

Score opportunities by time consumed, business importance, data availability, implementation effort and risk. Begin with a bounded use case that has a measurable baseline.

04

Keep people in control

Human review is essential where work affects customers, employees, finances, compliance or material business decisions. AI can prepare and support; accountable people decide.

FAQ

Frequently asked questions

Which SME departments benefit first?

Leadership reporting, sales preparation, marketing research, operations reporting, finance document handling and HR administration often contain strong first opportunities.

How should savings be measured?

Measure hours released, turnaround time, error or rework rates, adoption and the higher-value activity employees can perform with the released capacity.