Scores arrive late.
Often after payment, when the problem has become a recovery fight.
Investor briefing · plain English
We turn insurance-fraud detection into durable proof.
The category thesis is simple: every incumbent sells a suspicion score. WardTrace sells a certificate that names the contradiction, carries its own evidence, and can be checked again by anyone.
The category opening
A score is a smoke alarm. A certificate is the footage.
Scores cannot explain themselves.
A number is easy to dispute when it cannot cite the exact records that conflict.
Scores leave no proof object.
Nothing durable remains for an auditor, court, or opposing expert to re-check.
The wedge
Start where the buyer’s risk is existential and the data already exists.
Remote Patient Monitoring vendors already hold the orders, consent, device serials, timestamps, and reading streams WardTrace needs. That makes a calibration pilot fast and self-contained.
Federal auditors found that 43% of Medicare RPM enrollees were missing at least one required component. A vendor facing an audit does not have a “fraud analytics” problem. It has a survival problem.
Business model
Mint charged. Verify free.
WardTrace charges a flat $1 to $3 per device, per month to create the proof. Anyone can verify a certificate forever at no cost.
One subscription
$1 to $3
Per device, per month. No per-claim or per-bundle surcharge.
No recovery cut
0%
Revenue does not increase when accusations or recoveries increase.
Defensibility
The artifact becomes the standard.
An incumbent built around opaque scores would have to rebuild around a durable proof artifact, publish more of its methodology, and move the intervention before payment while navigating WardTrace’s filings.
23inventions mapped
7running as tested code
4provisional patents filed through the underlying consent-sealing program
Why now
AI makes plausible records cheap. Proof anchored outside the record gets more valuable.
Documentation changed.
Cloned notes, fabricated media, and synthetic records are easier to produce.
Regulatory pressure is visible.
The RPM completeness finding is public, and vendors need defensibility now.
The category is unclaimed.
The market sells the score. WardTrace is building the certificate standard.
Straight talk
Built and measured. Not yet field-calibrated.
The engine is measured on a fully synthetic corpus of 521,997 claims with by-construction ground truth. It is not yet running on a payer’s live production data, so published precision is not field performance. A calibration pilot is the next proof point.
ENGINE · RUNNING SYNTHETIC MEASUREMENT · COMPLETE FIELD CALIBRATION · NEXT REVENUE · PRE-LAUNCH