The method is shared. The entry point is not. Each field has a different duty and a different corpus.
The duty
Policy, risk and reporting that never pause — and must reconstruct a decision years later.
How we enter
We start with the policy corpus and the people who sign it, then put retrieval and review around that, not around a generic assistant.
The duty
Volume of policies, claims and correspondence where accuracy is the product.
How we enter
We structure the document flow so a claim or a wording change can be found, compared and defended.
The duty
GxP documentation where an untraceable answer is worse than no answer.
How we enter
We treat SOPs and quality records as a controlled corpus: extraction with a trail from file to approved use.
The duty
Sensitive information at scale, with privacy and care in the same sentence.
How we enter
We govern access and lineage first; intelligence second. Nothing material leaves an unexplained model.
The duty
Technical documentation spread across plants, quality and suppliers.
How we enter
We make drawings, procedures and deviations searchable without breaking the change-control story.
The duty
Engineering, compliance and supplier networks that must stay aligned.
How we enter
We connect specifications and evidence across the ecosystem so a change has an owner and a date.
The duty
Transparency and citizen trust, with records that must survive scrutiny.
How we enter
We build a case-file view: what is held, who may see it, and how an access request is answered.
A sector label is not a brief. A set of documents and a duty is.