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Designing a claims pipeline that never drops a session

Idempotent event processing and a durable retry queue let us guarantee every billable session reaches the payer exactly once.
Devin ParkSenior engineer, Billing & Claims · May 14, 2026 · 7 min read
Designing a claims pipeline that never drops a session

A dropped claim is not an abstract bug. It is a clinician who saw a patient and did not get paid, or a patient who gets a surprise bill weeks later. So the bar for the claims pipeline is unusually high: every billable session must reach the payer exactly once — not zero times, not twice.

Idempotency as the foundation

The core move is making every step idempotent. Each session carries a stable key, and every stage of the pipeline — eligibility, coding, submission — can be retried safely because replaying a step with the same key is a no-op rather than a duplicate.

On top of that sits a durable retry queue. When a downstream payer system is slow or briefly unavailable, the work waits and retries instead of failing silently. The result is a pipeline that is boring in the best possible way: claims go in, claims come out, and nothing falls through the cracks.

Devin Park
Senior engineer, Billing & Claims
Devin builds the systems that turn a completed session into a paid claim, reliably, every time.

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