Logistics
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.
Data and integration
Finance
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.
Whitepaper
The integration layer
A 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.
Data and integration
The integration work nobody scopes
The 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.