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Work Tips

Deploy AI to Do Repetitive Work: From Prompt to Routine

Nur Anesa Ezlyn Mohd Shafie · 12 Oct 2026 · AI · 2 min read

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To deploy AI is to give it a repeat task with a saved brief. Start with one task you repeat each week. Move it up four levels: prompt, saved brief, agent and routine. A person still checks the output.

Who This Is For

Staff who use AI and want it to take over one weekly task.

Four Levels of Deployment

LevelWhat It IsExample
1. PromptYou type a new request each time.Summarise these meeting notes.
2. Saved briefYou keep the brief and reuse it.The same summary format, every Monday.
3. AgentAI follows a set of steps with your files.Read the notes, list actions, draft the email.
4. RoutineThe agent runs on a schedule or a trigger.Every Friday at 4 pm, a draft is ready to check.

How to Choose the First Task

  • It repeats at least once a week.
  • It follows the same steps each time.
  • The inputs are files you are allowed to share with the tool.
  • An error is easy to see and cheap to fix.

Example: Weekly Enquiry Report

Siti is a marketing executive in Kuala Lumpur. Each Monday she counts web enquiries by source.

  • Level 2: she saves the brief and the table format.
  • Level 3: the agent reads the CRM export and fills the table.
  • Level 4: the agent runs each Monday at 8 am.
  • Siti checks the totals against the CRM. Then she sends the report.

What Participants Built

In a two-day AI class in September 2026, participants built their own automated workflows. Many then asked for agents for small companies and for customer chatbots.

Common Mistakes to Avoid

  • Automating a task that changes each week. Start with a stable task.
  • No owner for the routine. Name one person who checks it.
  • Confidential files in a personal tool. Use the tool your company allows.

Try It This Week

Write the brief for one weekly task. Use it three times. Then decide if it is ready for level 3.

Frequently Asked Questions

Is an agent the same as a chatbot?

No. A chatbot answers questions. An agent completes steps with your files and tools.

Do I need a paid plan?

For agents and routines, usually yes. Check your company policy first.

Next Step

Read the full outline of AI at Work (BL-AIW). See the BL-AIW classes on the Training Calendar.

Related courses: . For a group from your company, get a quote for in-house training.

More Work Tips: skill area Personal Effectiveness and tag AI. Read also:

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