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What we have learned doing this work.

Technical writing aimed at people who build, and the longer papers underneath it. No trend pieces, and no form in front of anything.

Recent

· 2 min

Document extraction at the loading bay

Logistics paperwork is the canonical extraction problem, and the difficulty is never the model. It is that the input is a photograph taken in a lorry cab by someone in a hurry.

Logistics · Data and integration

· 2 min

Reconciliation: the AI use case nobody demos

It is unglamorous, it is everywhere in finance operations, and it is a better fit for a language model than most of what gets demonstrated on stage — provided the model never touches the arithmetic.

Finance · Data and integration

· 2 min

Voice agents: the latency budget is the design

In text, a two-second pause is imperceptible. In conversation it is the difference between a system that feels present and one people talk over. Almost every voice architecture decision follows from that.

Voice · Agent architecture

· 2 min

Model upgrades are breaking changes

A new model version is a dependency upgrade to the least deterministic component in the system, and it usually arrives without a changelog that describes what will change about your behaviour.

LLM workflows · Delivery

Everything else · 14