Overview
LeenAI recently delivered a focused session on prompt engineering for non-engineers for the KFUPM EMBA class. The session was designed for executive learners and business professionals who want to use AI more effectively without needing a technical background.
The goal was simple: move from vague requests to structured prompts that produce clearer, faster, and more useful outputs in real business situations.
What the session covered
1. What a strong prompt actually is
Participants explored why many AI outputs feel inconsistent: the prompt is often too broad, too short, or missing context. We introduced a practical structure that helps participants give AI a clearer job to do.
2. A practical framework for better prompting
The class worked through a simple executive-friendly framework built around:
- Role — who the AI should act as
- Context — the situation, business background, and constraints
- Objective — the exact outcome needed
- Constraints — tone, limits, and non-negotiables
- Output format — table, summary, memo, bullets, or recommendation
This gave participants a repeatable pattern they could apply immediately.
3. Before-and-after examples
A key part of the session focused on transforming weak prompts into stronger ones. Instead of asking AI broad questions, participants learned how to ask for:
- structured analysis
- more decision-ready outputs
- clearer assumptions
- better summaries and action points
- reusable prompt templates
4. Prompting for business use cases
The discussion connected prompt engineering to real management work, including:
- class and workshop preparation
- executive memos
- interview preparation
- market analysis
- decision framing
- brainstorming with filtering criteria
5. Responsible use of AI
We also emphasized practical guardrails for business settings, including:
- avoiding sensitive personal or confidential data in prompts
- checking outputs instead of treating them as final truth
- using AI as a thinking accelerator, not a blind decision-maker
- improving prompts iteratively based on the quality of the response
Why this session matters
For many professionals, AI becomes most useful when it is framed as a communication skill rather than a technical tool. That was the core message of this session.
Prompt engineering is not only for developers. It is increasingly relevant for managers, consultants, operators, and executives who need faster thinking support, better drafting, and more structured analysis.
Session outcomes
By the end of the session, participants had a clearer mental model for how to:
- write prompts with intention
- reduce ambiguity
- ask better follow-up questions
- create reusable prompt structures
- get higher-quality AI support in everyday work
Looking ahead
LeenAI continues to support organizations and leadership groups with practical AI capability-building sessions that connect directly to real workflows.
If you are interested in a similar session for your executive team, MBA cohort, or leadership program, we would be happy to design a version tailored to your context.