Live demo — synthetic data
Cascade Health Partners
A fictional Multi-location outpatient medical group. 748 documents in 14 days — intake forms, insurance cards, referral letters, lab results — classified, routed, and queued for review when the system is not confident enough to act alone.
Daily intake volume — 14 days
Routed automatically vs flagged for review. Weekends run lighter.
Document types — 14-day mix
Classification confidence varies by type. Referral letters and free-text scans are the hardest.
Fictional demo organization. Every number on this page is synthetic and regenerable from a seeded script. Seed #40726 · generated 2026-07-08.
Every file, sorted before anyone opens it
The inbox stops being a second job.
Classified, renamed, and routed automatically. Anything the system isn't confident about gets queued for a person — nothing files itself into the wrong record silently.