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Stop the double counting of members in reports while keeping history

You’re the software engineer. Your team is in the room. Printed Oct 21, 2026.

Corrected outcome measures are inflating payer-facing coverage without changing the underlying member count.

Report credibility depends on removing duplicate events while preserving the clinical history that produced them.

Who you’d be doing this for

“My team asked why this month’s coverage jumped, and I had no clean answer for them.”

Valentina Morales · Behavioral Health Network Executive

Reviews network performance evidence to assess whether members are receiving measurable outpatient behavioral health care.

What is at stake

Duplicate correction events are overstating baseline outcome coverage in payer reports. You must weigh a quick data-path change against preserving valid clinical history.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • report accuracy vs clinical record preservation
  • fast payer reporting vs durable event semantics
  • automation speed vs verified query results

Why Headway

Payer-facing outcome measurement depends on turning patient-reported outcomes into evidence health plans can verify.

Written with these in mind

data-minded product engineerbackend reliability engineerhealthcare systems builder

Not your kind of problem? 75 more at Headway, or browse every organization.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.