Every referral, claim and lab result your team handled left a record.
Referrals, scheduling, prior authorizations, denials and appeals, lab orders, reruns and reports, and the notes that explain them. Years of that work record how real problems in healthcare operations got solved. We find out whether yours could qualify.
Healthcare work is documented because it has to be.
A referral comes in, the payer needs a prior authorization, the claim is denied, someone gathers the documentation and appeals, and the visit is finally paid. A lab tracks a sample from order through testing, a rerun when a result looks wrong, and the final report. Healthcare businesses keep that trail because payers, regulators and patients depend on it. The operational history around the care, not only the clinical chart, shows how experienced staff work through the exceptions.
The records that usually exist.
- Referrals, intake and scheduling records
- Prior authorizations, claim denials and appeals
- Lab orders, sample tracking, reruns and reports
- Protocols, SOPs and the changes made to them
- Staff messages and tickets about exceptions
- Where it usually sits
- EHR and practice management systems (athenahealth, eClinicalWorks, NextGen and similar), billing and clearinghouse tools, a LIMS for labs, plus email and shared drives.
- DenialMar 3Payer denies the claim, no authorization on file
- CheckMar 4Authorization was approved, under the wrong date of service
- AppealMar 6Corrected authorization and notes sent with the appeal
- OutcomeMar 28Appeal approved, claim paid, intake checklist updated
What a buyer might license.
A buyer might license several years of operating history, with patient details removed, to teach AI how referrals, authorizations, claims or lab work move from request to result and how exceptions get resolved. The agreement sets which records are included and how they may be used.
Your records stay yours. Identifying details are removed before anything is shared, and nothing is included without your approval. How it works →
Could your records qualify?
- Can you look up a case, claim or sample from five years ago and still see what happened and why?
- Do denials, reruns and other exceptions record how they were resolved?
- Have you handled thousands of cases, claims or samples over the years, not a handful?
- Could patient-identifying details be removed or kept out of anything shared?
If most answers are yes, it is worth a conversation. These are the same things we ask on the first call. Estimates are fine, no files needed.
Tell us how your work is recorded.
A short description of your practice or lab and the software you use is enough to start. No patient records, no files.