Healthcare
Clinical and administrative staff spend hours reading charts to answer the same questions: what changed, what was tried, what the payer needs to see. DF1 builds assistants and workflows that answer from the record, cite the entry, and route anything consequential to a person.
Practice administrators, COOs, medical directors and revenue-cycle leaders at clinics, specialty practices, MSOs, home health agencies and revenue-cycle firms.
A cited summary of what changed since the last visit: new results, medication changes, open problems. The clinician checks the citations instead of reading the chart.
The clinical evidence a payer asks for, pulled from the chart with entry references, drafted into the packet for review.
Referral documents read, classified and turned into a structured record, with uncertain fields routed to staff.
Measure criteria checked against the chart, with the supporting entries listed for the abstractor.
The denial reason matched against the record, and an appeal draft with the cited evidence.
Most healthcare engagements start with a Discovery Sprint on one workflow, using synthetic or de-identified data, and a Document Intelligence prototype over your chart format.
Discovery Sprint: two weeks, $4,900 fixed. Credited in full against a Build that starts within 60 days.
Demos run on synthetic records only. Discovery work uses de-identified samples or runs in your environment. Production work on PHI runs under an Enterprise agreement with a business associate agreement chain covering DF1, the model provider and the host.
The systems summarize and retrieve from the record. Clinical judgment stays with clinicians, and the interface says so.
Questions, retrieved entries, cited entries and reviewer decisions are kept in an audit log you control.
Document Intelligence
LiveQuestions over a patient chart, answered with numbered citations to chart entries, and "Not in this chart" when the record is silent.
Document Intelligence
LiveAnswers questions over statutes and contracts with the source passage for every claim, and declines when the text does not support an answer.
Data Platform
LiveA migration verified by source-to-target parity tests, and a map of more than 35,000 seller-to-buyer trade routes.
Yes, for production work under the Enterprise plan, once DF1 holds the agreement chain with the model provider and the host. Until then, work uses synthetic or de-identified data.
It works from exports or interfaces your EHR provides. The Discovery Sprint confirms which one fits your system and your IT policy.
No. Chart Explorer runs on Synthea synthetic records, generated for software testing. No real patient appears in any DF1 demo.
No. The systems retrieve and summarize; they do not diagnose or recommend treatment, and they are built and labeled that way.
Describe the process and the data. A reply comes within one business day, from the person who would do the work.