AI & Professional Judgement · EXEMPLUM® INSIGHTS

Better Models, Better Modellers

What AI can actually improve in financial modelling.

Less panic. More progress. Ten practical reflections on documentation, assumptions, stress tests, model review, communication and human judgement in an AI-assisted world.

Original posts and website editions. The list below currently links to the historical LinkedIn originals. As articles are published on EXEMPLUM®, the website editions will appear in the dedicated series category. The historical original dates are retained for reference.

Original publication index

Read the series in its original order. LinkedIn links open in a new tab.

  1. Introduction

    Introduction↗

  2. Part 1

    Part 1: Documentation Without Excuses↗

  3. Part 2

    Part 2: Assumption Books That Actually Exist↗

  4. Part 3

    Part 3: Model Maps, Navigation and Transparency↗

  5. Part 4

    Part 4: Smarter Stress Testing↗

  6. Part 5

    Part 5: Version Control and Change Logs↗

  7. Part 6

    Part 6: Better Model Reviews with AI↗

  8. Part 7

    Part 7: Better Explanations for Non-Modellers↗

  9. Part 8

    Part 8: Training, Knowledge Transfer and Handover↗

  10. Part 9

    Part 9: From Messy Inputs to Structured Questions↗

  11. Part 10

    Part 10: The Human Modeller in an AI-Assisted World↗