From the firm's own write-upReceipt no. 8952
What sucked
Infection-prevention teams spent excessive time manually reviewing lengthy, complex patient charts related to hospital-acquired conditions and infections, leaving little time for education and proactive improvement.
What they built
Impact Advisors implemented a capability-first strategy using custom LLM applications, building one scalable AI-assisted chart-abstraction framework rather than separate point solutions, spanning CLABSI, HAPI, and USNWR case reviews.
What changed
Faster reviews
Reduced time to review complex clinical charts
Time reinvested
Freed clinician time for rounding and proactive QI
Reusable
Three reusable apps (CLABSI, HAPI, USNWR) with knowledge transfer
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