Start with one rule family.
Agree with a design partner on a limited contract change, the evidence needed and the expected result. Identify unsupported clauses explicitly.
Explore a possible next step for DueMD: turn a rule change into repeatable checks, compare results, and keep the evidence together.
Interactive prototype · Sample data · No payer-system connection
A useful investigation connects the rule, the input and the result. The concept brings those pieces into one review trail, instead of ending at a highlighted difference.
This prototype explores the workflow. A production version would need authorized integrations, reviewed contract rules and validation with a customer.
Six scenarios: five financial checks and one scope boundary. Excluded scenarios are not counted as passed financial tests.
| Scenario | Expected | Observed | Outcome |
|---|---|---|---|
| Day before the change | $100.00 | Not run | Not run |
| First day of the new terms | $108.00 | Not run | Not run |
| Another included service | $172.80 | Not run | Not run |
| Fixed-rate exception | $145.00 | Not run | Not run |
| Product outside the model | Not modeled | Not run | Outside scope |
| Rounding to cents | $133.33 | Not run | Not run |
No run history yet. Changing the target will not rewrite a completed run.
Load a clean batch, then deliberately revert the local target model. The old release remains unchanged.
No observations have been generated.
The export is labeled synthetic and contains only the prototype scenario and your actions. Nothing is submitted to an insurer.
The public tools, this browser prototype and a production verification product are three different things.
| Capability | Built in the site | Shown in this concept | Needed for production verification |
|---|---|---|---|
| Define a rule | Three checklist templates with editable inputs | One fixed example clause | Document intake, reviewed interpretation and change control |
| Calculate a reference | Versioned CMS lookup within its stated scope; three scenario calculators | Illustrative references and independent control examples | Validation for each supported contract and rule family |
| Compare a target | No payer-system testing | An independent local target model | Authorized adapters and a real test environment |
| Track a change | Checklist exports and documented source versions | Frozen sample runs, a sample release and generated observations | Authentication, access controls, durable audit history and real data ingestion |
| Make a business claim | No paying customers reported; no recurring revenue claimed | A development hypothesis to inspect | Customer validation and independently measured outcomes |
Agree with a design partner on a limited contract change, the evidence needed and the expected result. Identify unsupported clauses explicitly.
Bring in actual system responses through a reviewed adapter. Validate those responses against independently reviewed expectations before using them operationally.
Check review time, actionable findings and false alarms. These are proposed pilot measures, not outcomes DueMD has already achieved.