Healthcare documents · 6 of 31 · Evidence · 3 minutes
Healthcare products. From problem to production.
Options & decision record
Claims automation, provider matching and a legacy claims integration replaced — explored through the documents and decisions.
01
Options and reversible decisions
The selected automation option, rejected alternatives and limits of reversibility.
Product decision
Keep rule changes reversible; treat platform cutover as a separate commitment.
- Document type
- Options & decision record
- Status
- Portfolio sample · written from my healthcare claims experience
- Product decision
- Keep rule changes reversible; treat platform cutover as a separate commitment.
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
Decision record D-01
D-01: choose validated automation with accountable exceptions. The alternative of unrestricted straight-through processing removes too much uncertainty from view; manual optimization alone preserves repetitive entry.
- unrestricted straight-through processing removes too much uncertainty from view
- manual optimization alone preserves repetitive entry
- choose validated automation with accountable exceptions
Options
The recommendation balances value, operating effort and failure consequences.
| Option | Customer / operator value | Disposition |
|---|---|---|
| A: manual optimization | Less disruption; limited removal of entry work | Fallback baseline |
| B: OCR + validated transaction + review | Eligible automation with inspectable exceptions | Selected sample path |
| C: unrestricted straight-through processing | Maximum apparent automation | Reject unresolved identity and quality risk |
Two-way doors
Exception labels and rollout cohorts are reversible decisions. Matching policy, receiver contracts and platform cutover propagate farther and require stronger evidence. Rollback restores the approved route, with reconciliation before replay. I keep platform retirement as a separate commitment rather than treating it as the inevitable final step of an intake feature.
- Exception labels and rollout cohorts are reversible decisions
- Matching policy, receiver contracts and platform cutover propagate farther require stronger evidence
- Rollback restores the approved route with reconciliation before replay
- I keep platform retirement as a separate commitment
Provider matching — representation or identity?
Normalization alone is the smallest change, but it does not recover a missing name from trustworthy evidence. A central provider API makes source reuse possible while introducing a shared dependency. The selected product direction combines normalization with an authorized lookup and explicit no-match/ambiguous states. I would reconsider the scope if source quality or response behavior made review work worse.
| Option | Benefit | Limit |
|---|---|---|
| Local cleanup only | Fast, bounded formatting change | Cannot resolve missing or conflicting identity evidence. |
| Consumer-by-consumer lookup | Local integration autonomy | Duplicated rules and inconsistent reporting. |
| Shared provider API + normalization | Consistent source and response contract | Requires freshness, failure handling and accountable data ownership. |
Integration platform — retain, buy or build?
My experience was leading the replacement of a legacy claims integration with an enterprise claims processing solution. The comparison below is a sample investment decision, not a procurement record.
| Option | Why consider it | What must be proven |
|---|---|---|
| Extend the legacy platform | Protect near-term continuity | Ongoing cost and limitations remain acceptable. |
| Buy a replacement | Vendor-supported capability and ecosystem | Fit, integration effort, portability and operating cost. |
| Build internally | Control over product contracts and sequencing | Staffed ownership, contract coverage, recovery and consumer adoption. |
Reversibility changes the release evidence
A UI label or additional diagnostic view is readily reversible. Changing provider identity rules or moving live traffic has downstream consequences that a simple code rollback may not undo. I therefore require outcome reconciliation, explicit ownership and a bounded first consumer before expanding a platform transition.
- A UI label or additional diagnostic view is readily reversible
- Changing provider identity rules or moving live traffic has downstream consequences that a simple code rollback may not undo
- outcome reconciliation, explicit ownership and a bounded first consumer before expanding a platform transition