Worked example
An agent that drafts to your house style, every figure cited and audit-traceable — so skilled staff spend the day on the decision, not the write-up.
Illustrative — a representative problem and how we'd approach it, not a past client engagement.
Scenario. An insurance team spends a large share of skilled time turning claim information into structured, audit-ready written reports — judgement-heavy decisions wrapped in repetitive drafting.
The solution. A Build, run as Augmentation, not automation — the person stays the decision-maker. It works to your house style and reasoning conventions; every output reviewable, sourced, and logged, with quality parity we'd establish before go-live.
- Real, de-identified claim files
- Drafting agent — house style & reasoning conventions, citesAudit log built in
- Acceptance test on real files
- Assessor — decision-maker, reviews
- Audit-ready report
The outcome we’d target. Drafting time we'd compress so skilled staff spend more of the day on the decision and less on the write-up — every output reviewable, sourced, and logged. Quality parity we'd establish on real work before go-live.
This worked example applies the AI Fluency framework — how we frame which door fits