We want to use Scenario Simulation to project how our revenue and margins will shift if we completely eliminate our entry-level tier and automate those roles. How do we practically bring the results of this simulation into our quarterly planning sessions?

Question

Tyler Smith · Accepted Answer

Using AI for Scenario Simulation is an incredibly powerful way to pressure-test major strategic pivots before you implement them. Once you run the simulations to model different financial outcomes and stakeholder reactions, you must translate those insights into real operational decisions during your quarterly planning.

Start by bringing the data from your Scenario Simulation to your next quarterly leadership team meeting. Use the IDS® process to discuss the results. Identify the biggest opportunities and risks that the simulation highlighted. For example, if the simulation shows a massive margin expansion but warns of a drop in quality control, that quality gap is the issue you must solve.

Once your team is aligned on the path forward, set specific quarterly Rocks to test the simulation assumptions in a controlled, low-risk environment. Do not eliminate your entire entry-level tier overnight. Instead, set a Rock to automate one specific workflow within one department over the next ninety days.

This practical approach allows you to validate the AI-simulated outcomes with real-world data. It keeps your strategic transition disciplined and prevents you from causing organizational whiplash while moving toward a highly automated operational model.