Field notes from the build.
Practical thinking on applied AI, secure compliant platforms and the craft of shipping elite engineering — written by the team doing the work.
Shipping working software over decks
A slide is a promise; a running system is proof. We optimise every engagement around the thing that actually de-risks your decisio...
Read article →Zero-trust from the schema up
Security bolted on at the end is theatre. We design for least privilege and data isolation starting at the database, where it is c...
Read article →Building RAG that doesn't hallucinate
Retrieval-augmented generation is only as trustworthy as its retrieval and its evaluation. Here is how we keep RAG grounded in pro...
Read article →Why we build the AI, not just the wrapper
Most "AI products" are a thin prompt over someone else's model. Real leverage lives a layer deeper — in retrieval, evaluation and...
Read article →Structured data that LLMs actually read
Schema.org isn't just for prettier Google results anymore — it's how machines and models understand who you are. Here is what to m...
Read article →GEO: how to get cited by ChatGPT, Perplexity and AI Overviews
Generative engines don't rank links — they synthesize answers and cite a few sources. Generative Engine Optimization is how you be...
Read article →Answer Engine Optimization (AEO): winning the zero-click era
Search is becoming an answer engine. AEO is how you make sure the answer people get — in snippets, voice and AI overviews — is you...
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