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Steady day at Sword Health

Recover first coaching interactions after feed changes

You’re the ai / ml engineer. Your team is in the room. Printed Oct 7, 2026.

Outreach funnels can fail long before a member decides whether to engage.

Eligibility precision, message timing, and limited contact capacity pull the workflow in different directions.

Who you’d be doing this for

“We can see the readings, but too many people never make it to that first conversation.”

Federica Christodoulou · Population Health Manager

Tracks hypertension engagement and escalation outcomes for a regional health plan.

What is at stake

First coaching interactions for elevated-blood-pressure members fell from 31% to 21% after an eligibility-feed change. You must weigh broader outreach against eligibility precision, message capacity, and review requirements.

Why it isn’t already fixed

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

  • engagement lift vs. eligibility precision
  • faster outreach vs. clinical queue capacity
  • workflow changes vs. quarter-end reliability

Why Sword Health

Pulse depends on accurate risk-stratified outreach to connect cardiometabolic members with continuous support.

Written with these in mind

applied ML engineeragent workflow engineerhealth data practitioner

Not your kind of problem? 46 more at Sword Health, 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.