Topic
- Document extraction at the loading bayLogistics 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.2 min read· Logistics· Data and integration· LLM workflows

- Reconciliation: the AI use case nobody demosIt 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.2 min read· Finance· Data and integration· LLM workflows

- PaperThe integration layerA reference architecture for getting data out of systems of record and into an application that can rely on it — sync, identity, permissions, and the tests that catch an upstream change before your users do.5 min read· Data and integration· Platform

- The integration work nobody scopesThe model is rarely the hard part. Getting clean, current, permissioned data out of the systems of record is the hard part, and it is where most projects quietly stop.3 min read· Data and integration· Delivery
