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Agent invocation · 5/9/2026, 8:24:46 AM

How many residents are in the facility?

Latency

14.6s

Tools

2

Tokens

21,255

Model

claude-opus-4-7

Final response

The CaraDay Demo Facility has 50 residents in the system across all statuses.

Quick breakdown of what I see in this roster:

  • Mix of statuses: active, on_leave, discharged, and deceased residents are all included
  • Payer mix spans Medicare, Managed Medicare, Medicaid, Private, and LTC Insurance
  • Risk severity is heavily skewed high — most residents carry high or critical risk flags, primarily driven by recurring documentation gaps (missing PHQ-9 scores, post-fall follow-through, and pressure injury care plans)

A few notable signals worth flagging:

  • 2 residents have no HIPPS code or MDS on file: Darnell Bridges (ID bec1b0f7…) and Loretta Vasquez (ID 999825a8…) — these are immediate assessment gaps.
  • Several critical-risk residents including Carlos Fuentes, Margaret Holloway (843d9cb9…), James Okafor (multiple), Linda Szymanski, and Delores Washington.

Next step: Want me to narrow this down to just active residents (excluding discharged/deceased) for an accurate current census, or pull the critical-risk list with HIPPS optimization opportunities first?

Tool chain

  1. 01Facility summaryerror
    21ms
    input
    {
      "facility_id": "caraday-demo"
    }
    result preview
    ERROR: Failed query: select "current_status", "primary_payer" from "residents" where "residents"."facility_id" = $1
    params: caraday-demo
  2. 02Query residents
    36ms
    input
    {
      "limit": 100
    }
    result preview
    {"facilityId":"2ff057db-734f-4d27-824f-d4cbc864cac8","appliedFilters":{"payer":null,"ptLetterMax":null,"diagnosisPrefix":null,"admittedAfter":null,"riskLevel":null,"limit":100},"matchCount":50,"residents":[{"id":"1e608feb-9811-47e1-96f9-8e66cb94aa55","firstName":"Sylvia","lastName":"Beaumont","primaryPayer":"medicare","currentStatus":"active","admissionDate":"2026-03-14","age":85,"hippsCode":"KKKEC","ptComponent":"K","mdsDate":"2026-03-19","primaryIcd10":"I69.30","primaryDiagnosis":"Sequelae of cerebral infarction with unspecified late effects, driving SNF stay for rehabilitation","riskSeverity":"high","riskSummary":"Recent unwitnessed fall with abrasion and bed alarm previously deactivated, combined with documented depressive symptoms lacking a PHQ-9 score and dysphagia findings pending M…[truncated 32039 chars]

Audit ID

786e2262-cc2b-4c70-8278-15bb3d453971

Session

demo-session