●  Insights

Notes from the operational flow.

Sourced benchmarks and playbooks — what we actually think, dated and signed. No marketing fluff.

Deep-dive · 2026 The AI measurement crisis: what it costs, and whether it pays The critics are right that most enterprises cannot measure AI cost or ROI. The primary evidence — Bain, S&P Global, MIT, FinOps — and the instrumentation that separates the 5% who scale. A strategy deep-dive, not an investment case. Playbook · 2026 The EU AI Act: an operator's compliance playbook Classify your AI systems by risk tier, the obligations per tier, the 2025–2027 deadlines, and a 90-day action plan — execution, not legal theory. Tool · 2026 EU AI Act readiness check: find your risk tier in 60 seconds A free, in-browser check: answer a few questions, get your likely risk tier, your nearest deadline, and what to fix first. Indicative, not legal advice. Tool · 2026 DORA self-assessment: rate your delivery in 60 seconds A free, in-browser check against the four DORA metrics — deployment frequency, lead time, change failure rate, recovery — with your performance tier and what to fix first. Playbook Why most GenAI programmes stall before value The four value levers that move the P&L, and a 90-day pattern that turns pilots into measurable EBITDA impact. Deep-dive · 2026 The delivery layer underneath AI: what it actually is, by example Five organisational prerequisites, four engineering disciplines, and what they look like in JPMorgan, ING, BBVA, Goldman, Air Canada and Klarna. Benchmark · 2026 The Big Consulting AI Frameworks, Compared BCG, McKinsey, Deloitte, EY, PwC, KPMG, Accenture, Bain, Capgemini, IBM — a sourced side-by-side benchmark. Benchmark · 2026 The Big Consulting Agile Frameworks, Compared Delivery-metrics and agile frameworks from the major firms, benchmarked with the questions a buyer should ask.