Learn How to Build Simulations with AI
The guide for managers who want to build simulations and predict business outcomes; using AI as your co-pilot, without writing a single line of code.
- Turn boardroom questions into simulation-ready prompts.
- Build digital twins that genuinely mirror your operations.
- Stress-test capacity, staffing and strategy before committing a penny.
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Your Spreadsheet Only Knows the Past
You are staring at a spreadsheet. It tells you everything about what has happened, but nothing about what could happen. You have critical questions: What if we add another service point? What is the real impact of that bottleneck? How would a new staffing model affect customer wait times? For years, answering these questions required expensive software and specialist consultants. That era is ending.
From Question to Working Simulation in Days, Not Months
Vibe Modelling introduces a method that turns your business knowledge into a predictive Python simulation, with AI handling the technical implementation. You remain the pilot; your expertise guides every decision. The AI is simply your co-pilot, translating your questions into working code that delivers the insights you need to make smarter, faster decisions.
Ship your first AI-assisted simulation this week
Download the playbook, follow the 6-step prompt framework and validate your own digital twin before the next planning meeting; you will move from instinct to evidence in days, not months.
Translate strategy questions into simulation scenarios your stakeholders understand.
Use curated prompts to let AI generate, adapt and sanity-check your models.
Test capacity, staffing and investment options before committing budget.
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Who this guide is for
You bring the operational knowledge; the AI co-pilot handles the code. If you have felt locked out of simulation because you do not program, this is your bridge.
Translate board-level questions into simulations that inform strategy without waiting on specialist teams.
Graduate from spreadsheet what-ifs to digital twins that capture queues, delays and bottlenecks.
Test staffing, capacity and investment decisions without costly software or consultants.
It is not about having the right answers; it is about asking the right questions with a model that finally listens.
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What You Will Learn
- Systems Thinking: See your business as interconnected processes, not isolated functions.
- The 6-Step Framework: A clear path from vague question to verified simulation.
- Digital Twin Construction: Build a living model that mirrors your actual operations.
- Scenario Testing: Run "what-if" experiments without risking real resources.
- Verification and Validation: Build genuine confidence that your model reflects reality.
About the Author
Harry Munro is a Chartered Engineer and recognised expert in Python-based simulation. Over 15 years, he has built models for organisations including Rolls-Royce, Transport for London and Anglo American. Vibe Modelling distils that experience into a method accessible to anyone with business knowledge and curiosity; no programming background required.
It Is Not About Having the Right Answers; It Is About Asking the Right Questions.
The tools have changed. Simulation is no longer the preserve of specialists. Get the guide that shows you how to join them.