23 October 2026 · Research brief
The memory wall in LLM reinforcement learning
LoGRA’s low-rank gradient sketches show why post-training memory — not another demo — decides who can improve a reasoning model.
Read full brief →Insights
A point of view the estate can use
We write for CIOs, CTOs, and programme leaders — on AI, GenAI, blockchain, and the core platforms those investments depend on. Perspective first. Implementation when it is earned.
Recent articles
30 July 2026 · Client story
How a delivery team rebuilt without burning out engineers
An IT services organisation redesigned architecture and delivery around production outcomes — and restored trust in the work.
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14 July 2026 · Industry brief
What GenAI changes when you put it into production
From use-case counsel to evaluation and MLOps, the work that puts generative AI into production is not interchangeable.
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21 June 2026 · Industry brief
Cloud, security, and platforms after the AI wave
AI and blockchain take the headlines. Cloud, cybersecurity, data, and platform engineering still decide whether programmes endure.
Read full brief →Outlook 2026
The intelligent IT organisation is already being designed
Leading estates now place AI, generative systems, and selected blockchain use cases on the same operating model as software, cloud, and security. Those who prevail will integrate those domains without confusing the architecture or diluting delivery culture.
Our outlook examines scarce capabilities, GenAI in production, distributed systems, and platforms operators can actually run — written for people accountable for the estate.
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