Clear driver architecture
Market conditions, evidence, operating choices, commercial capacity, and feedback effects sit in separate, visible places, so everyone can see what is controllable and what isn’t.
Forecast Modeling & Executive Scenarios
Build the model around the decision, not the spreadsheet.
For launches, field-force decisions, portfolio choices, partnerships, and transactions, I build driver-based models that separate what the market will do from what your team controls, and show exactly where the decision would change.
Scoped to the decision, the deadline, and the model architecture, and agreed in writing before work starts.
What changes
Leadership can test the logic instead of asking an analyst to rerun a black box.
Scenarios that hang together
Causal drivers move together, the way they would in the real world, instead of a percentage haircut applied to the revenue line.
A model executives can use
Where it helps, a controlled interactive executive scenario system lets leadership test approved inputs without touching the underlying logic or version control.
Thresholds, not just forecasts
You see the values and combinations at which the recommendation changes, which is usually what the room really wants to know.
What you get
The model, plus the decision layer on top of it.
Driver map
The decision, the outcomes, the causal drivers, the evidence, and who owns each piece.
Forecast model
Transparent, auditable logic with the material calculations in plain view.
Scenario library
Base, upside, downside, delay, competition, capacity, and the other worlds that matter for this decision.
Sensitivity and thresholds
The assumptions and combinations capable of changing the recommendation.
Executive outputs
Decision-ready views and, where useful, an interactive executive scenario system.
Monitoring signals
The evidence that should raise or lower confidence after the decision is made.
Next step
If the decision is big, build a forecast leadership can challenge.
Send me a few non-confidential sentences about the decision and when it lands. I’ll reply personally with an honest read on whether I can help, and the smallest scope that would.