ELU NOVA
Field Notes

Field Notes

A practitioner's log — what we see in production, what the research actually says, and what it means for the person buying it. Every statistic is dated in the body text.

The pilot-to-production gap

Agent washing: telling a real agentic system from a renamed chatbot

5 min read

The Klarna reversal and the cost of unwinding

4 min read

Where AI pilots actually die: the integration backlog

4 min read

Build, buy or embed: three ways to get AI capability

4 min read

Your POC worked because it never met the exception path

4 min read

Document and imaging intelligence

Why 95% extraction accuracy is not good enough

4 min read

Governance and regulation

The EU AI Act for deployers of operational AI

5 min read

Twelve questions to ask an AI vendor before signing

3 min read

GCC build-outs

India's GCC landscape in numbers

5 min read

Build-Operate-Transfer: what "transfer" actually means

5 min read

Legacy modernisation and integration

The load-bearing legacy system

4 min read

Find out where AI actually pays off in your business.

A focused discovery audit with a senior principal. You leave with a prioritized, costed roadmap — whether or not you work with us.

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