Unnat Patel

Healthcare documents · 10 of 31 · Evidence · 5 minutes

Healthcare products. From problem to production.

Functional requirements

Claims automation, provider matching and a legacy claims integration replaced — explored through the documents and decisions.

01

Functional requirements — claims intake & provider resolution

Ten product contracts covering the valid path, exceptions, service boundaries and recoverability.

Product decision
A claim advances only when the evidence for its next state is complete.

Document type
Functional requirements
Status
Portfolio sample · written from my healthcare claims experience
Product decision
A claim advances only when the evidence for its next state is complete.

Portfolio sample from my healthcare product experience. Requirements, thresholds and review records are illustrative; they are not employer documents or historical sign-offs.

In this document 6 sections

Product and interface contract

The sample centers on a medical-claims intake product. The provider API supplies a resolution result; the receiving claims system retains adjudication authority. The platform replay requirement applies to the separate migration example.

  1. a medical-claims intake product
  2. The provider API supplies a resolution result
  3. the receiving claims system retains adjudication authority

The platform replay requirement applies to the separate migration example.

Detailed functional requirements

Each requirement includes a positive path and a defined exception. IDs connect to the BRD, test cases and release gates.

ID / capabilityGivenWhenThen
FR1 · Supported formsA complete CMS-1500 or UB-04 source is receivedThe intake service classifies itCreate a traceable claim record and select the professional or institutional mapping; quarantine unsupported or unreadable forms.
FR2 · Extraction & correctionA required field is missing, uncertain or inconsistent with the sourceAn authorized operator reviews the candidateDisplay the source beside the field; record the correction and revalidate before the claim can advance.
FR3 · NormalizationA name or address uses different casing, spacing or standard abbreviationsThe provider request is normalizedRetain original and normalized values with the transformation version; preserve substantive identity and unit/location distinctions.
FR4 · Provider resolutionThe authorized central source has current, uniquely supported provider evidenceThe API resolves the requestReturn the matched provider reference, evidence version and reason; return distinct missing, no-match, ambiguous or stale statuses otherwise.
FR5 · EDI validationA complete reviewed claim has resolved required provider evidenceThe applicable 837P or 837I transaction is generatedValidate against the applicable implementation and receiver contract; block invalid transactions and return an actionable field-level reason.
FR6 · Adjudication handoffA validated claim is authorized for the receiving adjudication systemThe transaction is submitted and acknowledgedPersist submission and acknowledgement separately; update final disposition only from the receiving system’s adjudication result.
FR7 · Retry & duplicate protectionA request times out or is repeated with the same processing identityThe service checks status or retriesPreserve identity, inspect known receiver status and prevent an unintended second claim submission; do not treat silence as failure.
FR8 · Replay & reconciliationAn authorized migration comparison replays a bounded inventoryOld and new outputs are comparedKeep live submission isolated from comparison; account for every record and explain discrepancies before a cutover recommendation.
FR9 · Authorization & auditAn actor requests claim access, correction or exportTheir identity and permissions are evaluatedAllow only the permitted operation and record the action; deny unauthorized access without exposing protected values in errors or logs.
FR10 · Exception ownershipA claim is held, rejected or awaiting a confirmed resultOperations opens the exception queueShow current state, reason, accountable queue and age; a resolved correction re-enters validation with its source history intact.

Provider API response contract

These are public sample response semantics; production endpoints and proprietary mappings are omitted.

ResultRequired responsePermitted next action
MATCHEDProvider reference, source/version, lookup time and match reasonAdvance only if all required claim fields are valid.
MISSING_DATA / NO_MATCHMissing evidence or no supported candidate, with a reasonRequest correction or assign review. Do not fabricate the missing name.
AMBIGUOUSConflicting candidate evidence without automatic selectionAuthorized resolution with a recorded rationale.
SOURCE_STALE / UNAVAILABLESource health/freshness status and traceable request identityHold or controlled retry; an old result cannot silently become current.

Data, states and audit

Keep intake identity, source reference, original/extracted/corrected values, provider resolution, validation version, current state, timestamps and actor/reason history. Reporting uses the latest mutually exclusive state plus the event history; it does not count each handoff as another completed claim.

  1. Keep intake identity, source reference
  2. provider resolution, validation version, current state timestamps and actor/reason history
  3. Reporting uses the latest mutually exclusive state plus the event history it does not count each handoff as another completed claim

Acceptance examples for provider ambiguity

Given two plausible providers at a normalized address, when lookup completes, then return AMBIGUOUS and retain the unresolved claim. Given an absent provider name and other insufficient identifiers, when lookup is attempted, then return MISSING_DATA. A normalization rule cannot create identity evidence.

  1. two plausible providers at a normalized address
  2. return AMBIGUOUS and retain the unresolved claim
  3. an absent provider name and other insufficient identifiers
  4. return MISSING_DATA A normalization rule cannot create identity evidence

Performance and recovery acceptance

For this sample contract, test provider resolution at 50 requests/second with p95 response time ≤500 ms; report cache-hit and source-query paths separately. Inject a timeout and replay the same request identity to verify that a second live claim is not emitted. These are proposed acceptance targets, not historical production measurements.

CMS: professional claims and CMS-1500 ↗ · CMS: institutional CMS-1450 / 837I ↗ · CMS: adopted transaction standards ↗

  1. test provider resolution at 50 requests/second with p95 response time ≤500 ms
  2. report cache-hit and source-query paths separately
  3. Inject a timeout and replay the same request identity verify that a second live claim is not emitted

These are proposed acceptance targets, not historical production measurements.