It's 6.30pm, and Lily is still at her desk. She's the only HR executive at a 40-person logistics company. Today she wrote two job ads, answered the same leave question four times and chased three new hires for onboarding forms. None of it is difficult. It just never ends.

Across town, Daniel handles sales for a small building-supplies distributor. Every quotation means copying prices from a spreadsheet into a template, one line at a time.

If this sounds familiar, AI can help. You don't need a big budget or an IT team to start. Plenty of SMEs already have: according to IMDA, AI use among Singapore SMEs rose from 14.5% in 2024 to 23.4% in 2025.

I. What AI looks like in a small business

Forget robots and complex systems. For most SMEs, AI starts as a helpful assistant for everyday writing and admin.

  • Lily gives an AI tool the role, duties and requirements, and gets a draft job ad in a minute. She also asks it to turn the leave policy into a short FAQ for staff. She checks both before anything goes out.
  • Daniel pastes a customer's email and the price list into an AI tool and gets a draft quotation in the company's format. He checks every price before sending.
  • Mei Ling, an admin executive at a renovation firm, records her notes after each site meeting. AI turns them into a tidy action list for each contractor.

Notice the pattern. AI does the first draft. A person checks it and makes the call.

II. A simple four-step way to start

1. Pick one task that everyone finds tedious

Look for work that is repetitive, mostly text and easy to check. Lily picked job ads. Before you start, note roughly how long the task takes today.

2. Teach the people who do the work

An afternoon of hands-on practice with real tasks goes further than a generic demo. Agree a few ground rules too, such as what information may go into which tool and that everything gets checked before use.

3. Try it for a month

Keep it small: two or three people, one task, one shared prompt. Here's the prompt Daniel's team could use:

"You are helping our sales coordinator prepare a quotation. Using the customer email and our price list below, draft a quotation in our standard format. Only use prices from the price list. List any items you could not match and any details I need to confirm."

4. Check what changed, then pick the next task

Is the task faster? Are there fewer errors? Do people actually use it? If yes, write the steps down so everyone follows the same process. Then move on to the next task.

Want a second opinion along the way? IMDA's CTO-as-a-Service offers eligible SMEs a free first advisory session on their digital needs.

III. Common mistakes to avoid

  • Buying a tool before finding a problem. Subscriptions nobody uses are money wasted.
  • Pasting customer or staff data into personal accounts. The PDPA still applies. Use business accounts and check how each tool handles your data.
  • Skipping the check. AI can sound confident and still get a price, a name or a policy wrong.
  • Training only the office enthusiast. If one person knows how it works, the habit leaves when they do.
  • Not measuring. Without a "before", you can't tell whether AI saved time or just added a step.

IV. Start with one task

Lily didn't overhaul her whole department. She started with job ads, saved time every week and then moved on to onboarding. That's the approach that works for most SMEs: one task, a trained team and a short trial.

If you'd like help taking your team from that first task to tools people use every day, AI Workforce's 90-Day AI Transformation for SMEs combines hands-on training with optional implementation consultation. Not sure where to begin? Find a programme by business goal.

Lily, Daniel and Mei Ling are illustrative examples based on common SME roles.