https://www.amehx.com/insights Perspectives on strategy and delivery in regulated, technology-intensive industries from AmehX Consulting. en-gb Sat, 13 Jun 2026 00:51:17 GMT https://www.amehx.com/insights/tokenmaxxing-vs-valuemaxxing-the-ai-cost-debate https://www.amehx.com/insights/tokenmaxxing-vs-valuemaxxing-the-ai-cost-debate Sat, 13 Jun 2026 00:00:00 GMT AI in Regulated Environments Enterprise AI spend is scaling dramatically, but the link between expenditure and hard business outcomes remains dangerously thin. Part one of our series on the economics of enterprise AI. https://www.amehx.com/insights/from-token-count-to-economic-value-limits-of-token-accounting https://www.amehx.com/insights/from-token-count-to-economic-value-limits-of-token-accounting Sat, 13 Jun 2026 00:00:00 GMT AI in Regulated Environments A token is not a unit of intelligence — it is a unit of computational processing. Why token consumption is a vanity metric, and the question that should replace it. Part two of our series on the economics of enterprise AI. https://www.amehx.com/insights/ai-token-roi-the-capital-allocation-question https://www.amehx.com/insights/ai-token-roi-the-capital-allocation-question Sat, 13 Jun 2026 00:00:00 GMT AI in Regulated Environments Token efficiency, AI ROI, and the developer token-budget question — how to measure the economics of AI operations like any other capital allocation decision. Part three of our series on the economics of enterprise AI. https://www.amehx.com/insights/the-architecture-of-token-efficiency https://www.amehx.com/insights/the-architecture-of-token-efficiency Sat, 13 Jun 2026 00:00:00 GMT AI in Regulated Environments Seven layers where token waste accumulates in enterprise AI systems — and the governance infrastructure that turns token efficiency into a durable organisational capability. Part four of our series on the economics of enterprise AI. https://www.amehx.com/insights/capital-moves-at-the-speed-of-trust https://www.amehx.com/insights/capital-moves-at-the-speed-of-trust Sun, 31 May 2026 00:00:00 GMT Enterprise Delivery Observations from the Cambridge Africa Business Conference 2026 — on Africa's $75bn risk mispricing, the mainstreaming of blended finance, and why capital, like all forms of trust, only moves toward what it can model. https://www.amehx.com/insights/from-ambition-to-blueprint-ai-skills-programme-that-scales https://www.amehx.com/insights/from-ambition-to-blueprint-ai-skills-programme-that-scales Thu, 07 May 2026 00:00:00 GMT AI in Regulated Environments How any organisation can move from a digital skills ambition to a board-ready, million-learner blueprint; A strategic framework that works at any scale. https://www.amehx.com/insights/operating-model-funding-layer https://www.amehx.com/insights/operating-model-funding-layer Wed, 18 Mar 2026 00:00:00 GMT Operating Model Product teams cannot run on product principles if their budgets are still allocated as annual project costs. Most transformation programmes are aware of this problem and address it in slide 47 of a 60-slide deck. We describe what actually fixing it looks like — and what it costs to get wrong. https://www.amehx.com/insights/generative-ai-regulated-business https://www.amehx.com/insights/generative-ai-regulated-business Tue, 24 Feb 2026 00:00:00 GMT AI in Regulated Environments Generative AI works in regulated environments. The FCA, Gambling Commission, and GDS have not banned it. What they require is a governance architecture that most organisations have not built yet. We describe what that architecture looks like — based on engagements where we have had to build it ourselves. https://www.amehx.com/insights/project-to-product-funding-archetypes https://www.amehx.com/insights/project-to-product-funding-archetypes Thu, 15 Jan 2026 00:00:00 GMT Enterprise Delivery Annual project budgets and two-week sprints are structurally incompatible. The tension is not a team problem — it is a funding architecture problem. We document three approaches that have worked in practice at airline, government, and financial services scale.