Healthcare documents · 20 of 31 · Evidence · 2 minutes
Healthcare products. From problem to production.
Training material
Claims automation, provider matching and a legacy claims integration replaced — explored through the documents and decisions.
01
Launch
Training: read, resolve and recover
Training objectives and exercises for reading, resolving and recovering claims exceptions.
Product decision
Teach the difference between extracted, validated and adjudicated.
- Document type
- Training material
- Contents
- 3 sections · 1 table · about 1 min
- Status
- Portfolio sample · written from my healthcare claims experience
- Product decision
- Teach the difference between extracted, validated and adjudicated.
Portfolio sample from my healthcare product experience. Requirements, thresholds and review records are illustrative; they are not employer documents or historical sign-offs.
Session objective
The session prepares operators to recognize unresolved evidence and choose the authorized next action. It uses synthetic examples and covers the manual path as carefully as eligible automation.
- recognize unresolved evidence
- choose the authorized next action
It uses synthetic examples and covers the manual path as carefully as eligible automation.
Walkthrough
Completion means explaining the state and its consequence, not merely clicking through the flow.
| Exercise | Correct interpretation |
|---|---|
| Malformed form | Hold rather than fill missing facts by assumption |
| Address variation | Normalization changes representation, not substantive identity |
| Multiple provider matches | Do not pick the first candidate |
| EDI rejection | Correct and revalidate; this is not an adjudication decision |
| Timeout / replay | Check identity and state before retry |
| Reporting discrepancy | Investigate missing inventory; do not hide the denominator |
Completion
The trainee identifies the evidence needed, the escalation owner and the action that must remain blocked. Operations owns readiness; claims/provider specialists own interpretation; engineering explains recovery. Customer care practices the same status language. Pharmacy transaction training follows its NCPDP context instead of borrowing this medical-claims 837 workflow.
- The trainee identifies the evidence needed
- the escalation owner
- the action that must remain blocked