The Centipod archives contain practical writing on human-centred AI, AI governance, dependable software engineering, and systems that augment people rather than replace them. Expect clear language and tools you can reuse. We will migrate and publish articles from learn.centipod.ai into this site so customers can find training, thinking, and delivery guidance in one place.
15 August 2026
Transformation assumes that an organisation can define a future state and then move towards it. AI is making that assumption increasingly fragile. In this article, we explore why Continuous Enterprise Evolution may become a better model and what that means for the future of Enterprise Architecture.
10 August 2026
Enterprise Architecture has traditionally optimised systems. AI is shifting attention towards the work organisations perform and how that work continuously evolves. This article introduces the thinking behind NativeWork™ and WorkML™, and why work may become the next primary architectural concern.
6 August 2026
For decades, Enterprise Architecture has helped organisations optimise systems. AI is changing the optimisation target. Perhaps the next evolution of Enterprise Architecture is not about better technology, but about continuously redesigning work itself.
1 August 2026
AI changes who performs the work. Enterprise Architecture should therefore model work independently from the people, applications and agents that execute it.
29 July 2026
Robotics may create more value by redesigning work around specialised machines than by trying to replicate people with humanoid robots.
19 May 2026
Most document platforms make the same mistake early. They treat extracted text, chunks, embeddings, summaries and indexes as if they are the document itself. That works for a while, until the extracti...
13 November 2025
AI shines when it meets strong engineering. Many teams stitch together models, notebooks, and demos. They often skip the work that makes software safe, reliable, and maintainable. The result feels cle...
30 October 2025
Modern AI needs clean, well prepared data. Retrieval augmented generation and search assistants depend on good chunking and reliable embeddings. A slow or careless pipeline will hold the whole system ...
29 October 2025
AI offers speed, reach, and new choices. It also brings risk. Picking the right partner matters. The goal is simple. Find a supplier who can deliver outcomes you can trust....
22 October 2025
Why this matters...
17 October 2025
Retrieval Augmented Generation (RAG) brings private or fast changing knowledge into the conversation with a language model. It is not a single component. It is a pipeline of layers that work together....
15 October 2025
It feels like a new AI model launches every week, each promising to reshape the world. Whether it is a leap in reasoning, a whisper of artificial consciousness, or yet another chatbot claiming to chan...
7 October 2025
Imagine a colleague who is brilliant but exhausting. You ask for a short summary, and five minutes later they return with ten pages of beautifully formatted analysis, three charts, and a conclusion yo...
23 September 2025
This article is also available as a podcast....
22 September 2025
This article is also available as a podcast....
8 September 2025
Artificial intelligence is most useful when it helps people do the work only people can do. The real risk is not a rogue machine plotting world domination; it is our own choice to treat AI as a replac...