Insights
Working perspectives on the decisions that sit between technology, risk, governance and investment — written for the people who have to make them.
Governance · 21 September 2026 · 6 min read
Dropping a protected attribute does not make a model fair; its proxies leak the same signal. We show the leak happening, and the circuit-breaker catching it.
Read the articleGovernance · 8 September 2026 · 6 min read
A fairness policy in a slide deck stops nothing. We compiled governance into gates that a validator enforces, gates that can refuse to let a model run or deploy.
Read the articleGovernance · 27 August 2026 · 5 min read
A practical view of turning accountability and evidence into an operating advantage instead of a parallel reporting exercise.
Read the articleGovernance · 12 August 2026 · 6 min read
Maker-checker is everywhere in a school: a large fee waiver, a result before it reaches parents, a student leaving mid-day. We refused to build it four times. Here is the single engine that governs them all, and why the audit trail comes for free.
Read the articleGovernance · 16 July 2026 · 5 min read
Most supplier risk programmes collect questionnaires. The useful ones know which suppliers could stop the business and what happens if they do.
Read the article