August 20, 2026
A financial model review cannot examine every cell with equal intensity. How OAK and AI can help identify suspicious patterns, develop hypotheses and focus professional review effort where it matters.
Financial model design, architecture, quality assurance, review and professional standards.
August 5, 2026
AI can generate financial models in minutes. But how much human work remains before a model is reviewed, validated and ready to support a decision? A closer look at the evidence behind AI productivity claims.
March 17, 2026
Sometimes the most valuable contribution to a decision is a quiet expression of doubt. Why questioning assumptions and exploring uncertainty matter, even when the numbers look convincing.
March 2, 2026
A financial model can be technically correct and still support the wrong decision. Why strategic framing, sound assumptions and professional judgement matter as much as calculations.
February 12, 2026
Financial models can calculate, reconcile and explain a great deal. But even a technically sound model cannot replace the judgement needed to make responsible decisions.
June 13, 2025
Good financial modelling is less about clever formulas than about clarity, structure and care. A reminder of the habits that make models easier to understand, review and trust.
