WorkflowLife & Annuities

APS Summary

Attending Physician Statement Summary

A 200-page APS becomes a short cited summary of every condition, value and date.

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WorkflowDocuments in; a checked, signed result out.
4specialist agents
4kinds of input
Soonfilm in production
The problem

Why it matters

An APS can run to hundreds of handwritten and scanned pages; underwriters read every one to find a few values and dates.

What it does

How the solution handles it

Four agents sort the pages, pull every diagnosis, value and date, chart trends such as blood pressure and HbA1c, and write a cited summary. The life underwriter reviews it and decides.

How it works

How an APS moves

Four specialist agents sort the pages, pull conditions and values, chart trends and write the summary; a life underwriter decides.

What comes in
Records inscanned + handwritten · APS, discharge, labs, letters
Agents at work
Record sorterpages, dates, dupes
Then
Condition extractordiagnoses, values
Then
Trend trackerBP, HbA1c, lipids
Then
Summary writerevery value cited
A person decides
Life underwriterreviews and decides
What comes out
Cited summary
Trends charted
Questions to doctor
In and out

What it reads, and what it hands back.

What goes in

  • Attending physician statements
  • Hospital discharge summaries
  • Lab results
  • Specialist letters

What comes out

  • Cited APS summary
  • Conditions and trends
  • Values out of range
  • Questions for the doctor

Who uses it

LULife underwritersMDMedical directorsCMCase managersCEClaims examiners
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
10min
to a cited summary of a long APS
By hand1–3 hrs
With agents≈ 10 min
target
100%
of values and dates linked to their source page
every value cited
typical
3weeks
typical wait for an APS to arrive; reading it no longer adds days

Source: published APS turnaround estimates (≈ 2–3 weeks or more) · “Target” = design goal, measured in the live solution · “typical” = published figures · “estimated” = our estimate

Built on the engine

4 specialist agents. One person decides.

Record sortersorts and de-duplicates pages
Condition extractordiagnoses, values and dates
Trend trackervalues over time, charted
Summary writershort summary, every value cited
Life underwriterreviews and decides

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