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Agent invocation · 5/9/2026, 8:28:43 AM

Summarize survey risk for the facility.

Latency

12.1s

Tools

1

Tokens

5,014

Model

claude-opus-4-7

Final response

CaraDay Demo Facility — Survey Risk Summary

Open Survey Risk Recommendations: 50 total

| Severity | Count | What it means | |---|---|---| | 🔴 Critical | 7 | Likely F-tag exposure if surveyed today — address immediately | | 🟠 High | 39 | Documentation or care-process gaps that commonly cite under standard survey | | 🟡 Medium | 4 | Lower-acuity issues, fix in normal QAPI cycle |

Survey risk represents roughly 36% of all open recommendations (50 of 137), with HIPPS optimization items making up the rest.

Context

  • Active census: 31 residents (50 total beds, 9 recent discharges)
  • Payer mix is Medicare-heavy: 27 traditional Medicare + 13 managed Medicare = 40 Part A / managed Part A residents — meaning survey findings around PDPM documentation, MDS accuracy, and skilled care justification carry real financial as well as regulatory risk.

What I'd recommend looking at next

The 7 critical survey-risk items are the highest-leverage place to start — these are the ones most likely to result in an actual F-tag citation. I can pull the resident-level detail on those so you can see exactly which residents are driving the risk and what each gap looks like.

Next step: Want me to list the residents tied to the 7 critical survey-risk recommendations, with the specific issue for each?

Tool chain

  1. 01Facility summary
    70ms
    input
    {}
    result preview
    {"facilityId":"2ff057db-734f-4d27-824f-d4cbc864cac8","census":50,"activeResidents":31,"discharged":9,"payerMix":{"medicare":27,"managed_medicare":13,"ltc_insurance":5,"private":5},"hippsAvgLetters":{"pt":"M","ot":"M","slp":"F","nursing":"I","nta":"B"},"ptDistribution":[{"letter":"B","count":1},{"letter":"F","count":1},{"letter":"K","count":17},{"letter":"L","count":3},{"letter":"N","count":5},{"letter":"O","count":21}],"subBenchmarkPtCount":1,"recommendationsBySeverity":{"medium":15,"critical":9,"high":113},"recommendationsBreakdown":[{"severity":"critical","type":"survey_risk","n":7},{"severity":"critical","type":"hipps_optimization","n":2},{"severity":"high","type":"survey_risk","n":39},{"severity":"high","type":"hipps_optimization","n":74},{"severity":"medium","type":"hipps_optimization…[truncated 60 chars]

Audit ID

0c936fbf-08df-438b-b2e8-39319ecd356e

Session

demo-session