AI prompting for non-technical staff

For employees who use chat-based AI: write clear prompts, improve results step by step, and keep sensitive information out.

For: Non-technical employees who use chat-based AI tools at work and want consistently better, safer results

  • 2 contact hours
  • 6 modules
  • 9 interactives
  • 5 job aids
  • Updated October 11, 2026

What you will be able to do

  • Explain how a chat AI interprets a prompt, including the context window, conversation history and instructions you can't see, and why wording changes results.
  • Build prompts from six parts: role, task, context, format, constraints and examples.
  • Improve results by iterating with specific follow-up prompts, breaking work into steps and adding few-shot examples.
  • Prompt for summaries, tables, emails and plans, and ask the AI to flag uncertainty, check its work and cite sources you can verify.
  • Create and maintain a reusable, tested prompt library that colleagues can use safely.
  • Prompt safely by keeping personal, health and confidential information out, recognizing risky requests and avoiding common prompting mistakes.

This course teaches the craft of prompting for people who don't write code. You will learn how a chat AI actually reads your words, how to build prompts from six parts (role, task, context, format, constraints and examples), how to improve results through follow-up prompts, step-by-step tasks and examples, and how to prompt for summaries, tables, emails and plans. You'll practice asking AI to check its own work and show its sources, and learn why that is not the same as verifying it yourself.

It is for office, front-desk, operations, nonprofit and public-sector staff who already use, or are about to use, a chat assistant at work. No technical knowledge is needed.

Every technique is shown with a before-and-after prompt from a realistic US workplace, and every vendor reference is date-stamped because tools change often. You will also build the start of a reusable prompt library for your team and learn the habits that keep personal, health and confidential information out of prompts. You leave with a prompt anatomy card, a library template, a self-check prompt list and a safe-prompting checklist.

What you’ll be able to do Monday morning

  1. Rewrite one prompt you use often with all six parts and compare the results.
  2. Give specific follow-up feedback (keep this, change that) instead of starting over.
  3. Add one or two examples to any prompt where format or tone matters.
  4. Ask the AI to list its assumptions and what it's unsure of, then verify the key facts yourself.
  5. Save your best prompt as a template with placeholders, an example and a data rule.
  6. Check every prompt for names, account numbers, health details or confidential information before you send it.

Curriculum

6 modules · 24 lessons · about 2 contact hours

01How does a chat AI read your prompt?Free preview14 min
  1. What happens between your prompt and the answer?
  2. Why do small wording changes matter so much?
  3. What do the AI vendors themselves recommend?
  4. What can't a better prompt fix?
  • Matching activity: What caused this prompt problem?

Diagram · In practice checklist · 2-question knowledge check

02What goes into a strong prompt?15 min
  1. What are the six parts of a strong prompt?
  2. How do you use role and task well?
  3. How do you give context and constraints?
  4. How do format and examples shape the result?
  • Spot the issue: Spot the weaknesses in a prompt

Diagram · In practice checklist · 2-question knowledge check

03How do you improve results with follow-ups, steps and examples?15 min
  1. How do you give follow-up feedback that works?
  2. Why break big tasks into steps?
  3. How do few-shot examples work?
  4. Before and after: putting the techniques together
  • Sort activity: Follow-ups that work, and ones that don't

Diagram · In practice checklist · 2-question knowledge check

04How do you prompt for summaries, tables, emails and plans, and get AI to check its work?16 min
  1. How do you prompt for summaries and tables?
  2. How do you prompt for emails and plans?
  3. How do you ask AI to show its uncertainty and its sources?
  4. Can AI check its own work?
  • Branching scenario: Planning the office move

Diagram · In practice checklist · 2-question knowledge check

05How do you build a prompt library your team can trust?15 min
  1. What belongs in a prompt library?
  2. How do you write a template others can use?
  3. How do you keep a prompt library current and safe?
  4. How do you help a team actually use the library?
  • Ethics dilemma: The well-meant template

Diagram · In practice checklist · 2-question knowledge check

06How do you prompt safely and avoid the most common mistakes?15 min
  1. What must never go into a prompt?
  2. Which requests are risky even without sensitive data?
  3. What are the most common prompting mistakes?
  4. What does a good prompting habit look like day to day?
  • Decision tree: Can this information go in my prompt?
  • Spot the issue: Spot the risky prompts
  • Self-assessment: How strong are your prompting habits?

Diagram · In practice checklist · 2-question knowledge check

Final assessment: 23 questions, 70% to pass, then your certificate

Try it now, no account needed

Planning the office move

A branching scenario from this course. Your choices are not saved.

Free sample activity

Planning the office move

You are Lachlan Mercado, scheduling coordinator at an orthodontic practice. The practice moves to a new building in October. You'll use the approved AI assistant to draft a move plan. Make his choices.

Inside the course

Practice activities

  • Matching activity1
  • Spot the issue2
  • Sort activity1
  • Branching scenario1
  • Ethics dilemma1
  • Decision tree1
  • Self-assessment1

Job aids you keep

  • Prompt Sheet: Anatomy of a Strong PromptPocket card
  • Prompt Library TemplateTemplate
  • Verification Checklist: Self-Check Prompts and Your Final CheckChecklist
  • AI-Use Checklist: Safe PromptingChecklist
  • Prompt Library Guidelines (Policy Starter)Policy starter

Credit and approval status

Certificate of completion

This course awards a certificate of completion for 2 contact hours of instruction. It has not been approved or accredited by IACET, any licensing board, professional association or state agency, and it does not certify you in any AI product. It is general workplace training; it does not replace your employer's AI policy or vendor training. Check with your employer or professional body whether this course can count toward your training or continuing education requirements.

A pathway we are pursuing is IACET accreditation of our course development process. No approval exists today; we will show any approval on this page only after it is granted.

Our full approvals list

Questions about this course

Does this course count for continuing education credit?

It earns a certificate of completion for 2 contact hours of instruction. It is not approved or accredited by IACET, any licensing board or professional association today. Many employers accept general training like this; check with yours or your professional body before enrolling. We will show any approval on this page only after it is granted.

Which AI tools does it cover?

The techniques work with mainstream chat assistants and office copilots. Vendor guidance quoted in the course is dated (October 2026) because products change often. Use the tools your employer has approved and check their current help pages for features such as file uploads, memory and web search.

I'm not technical. Is this course for me?

Yes. It is written for people who use AI for everyday work like emails, summaries, schedules and plans. There's no code or jargon; every technique is shown with plain before-and-after examples from realistic workplaces.

How is it different from your other AI courses?

This course goes deep on writing and refining prompts and building a prompt library. AI Foundations for the Workplace gives a broad introduction to safe AI use, and Generative AI for Workplace Productivity focuses on use cases, workflows and measuring time saved.

How long does it take, and how is it assessed?

About two hours, including practice exercises, a branching scenario and a 23-question final assessment. You need 70% to pass and can retake it. Passing unlocks a certificate of completion with the course title, date and 2 contact hours. An optional before-and-after task lets you apply it to your own work.

Will better prompts stop AI from making mistakes?

No. Good prompts make useful answers more likely and errors easier to spot, but AI can still produce confident, false content. The course teaches you to ask for uncertainty and sources, and to verify important facts yourself.

This course is general education and training awareness on AI prompting from CE Courses Hub. It is not legal, technical or professional advice and does not replace your employer's AI policies, your licensing board's rules, or advice from a qualified professional. Completing it earns a certificate of completion for the stated contact hours; it is not approved or accredited by any licensing board, state agency or accreditor unless an approval is shown on the course page. Check with your board, employer or state agency whether this course meets your specific requirement.