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The thinking behind the numbers.

Selected notes on financial modelling, structure and judgement.

The barrel-vaulted Long Room of Trinity College Library, Dublin
The long room.Dublin ยท Trinity College
01 / PURPOSE

A model simplifies reality.

Its value lies in making assumptions explicit and their consequences understandable.

A financial model is useful only when people can understand it, trust it, and change it safely.

From Financial Modelling Fundamentals

Structure is a control.

Keep the layers distinct. Make every output traceable.

  1. 01InputsDocument the assumptions.
  2. 02CalculationsKeep the logic consistent.
  3. 03OutputsShow what matters.
  4. 04ChecksTest the connections.

Balance sheets should reconcile. Cash flow should connect to cash. Checks should be visible.

Five principles.
One standard.

Simplicity, flexibility, consistency, efficiency and confidence.

01Simplicity

Only as complex as the decision requires.

02Flexibility

Change assumptions without rebuilding.

03Consistency

Apply the same logic in the same way.

04Efficiency

Reduce fragile, repetitive manual work.

05Confidence

Reconcile, check and explain the result.

02 / JUDGEMENT

A forecast is not a fact.

Reality will differ from the forecast. Good modelling makes assumptions explicit, tests alternatives and helps you understand the risks before committing capital.

Adapted from Optima's Financial Modelling Fundamentals presentation.