HealthQuery

HealthQuery Agent — ROI

Business Value

4 ROI angles with real market benchmarks

Savings / analyst / year

R$ 42k

US$ 24k globally

5-analyst team

R$ 600k+

measurable annual value

Cost per readmission

US$ 16k

30-day average — NCBI, 2023

Time in reactive work

60%

Wren AI / Lumi AI, 2025

1

Analytical productivity

Analysts spend 60% of their week on reactive work. The agent reduces ad-hoc demands by 42% and time per answer by 68%.

Hours recovered / analyst / year 346h
5 analysts / year (BR) R$ 210k
5 analysts / year (global) US$ 121k
COO Analytics manager
2

Avoided clinical cost

Anomalies detected in seconds, not 48h. Each hour of delay in sepsis increases mortality by 7.6%.

Cost per readmission (average) US$ 16k
2 readmissions avoided / month US$ 384k/year
Mortality per hour without data +7.6%
Clinical director Payer CFO
3

Eliminated IT cost

Every data ticket in a hospital costs US$ 50–100. The agent absorbs requests before they reach the helpdesk.

Cost per IT ticket in healthcare US$ 50–100
Tickets avoided (5 analysts) ~1,200/year
IT cost eliminated US$ 78k/year
CIO IT director
4

Compliance & audit

Every query logged. PII blocked by guard rail. Full audit trail — native, with no extra effort.

Max LGPD fine per incident R$ 50M
Health data under LGPD Sensitive data
Access log Automatic
DPO Legal Audit

The argument in one sentence

"A hospital with 5 analysts is spending the equivalent of 3 full FTEs on reactive work. The HealthQuery Agent returns at least 1 of those FTEs in productive capacity — without hiring anyone, with built-in audit, in any language."

Sources: Wren AI / Lumi AI, NCBI/PMC, GHDSI, ANPD, SalaryExpert, NaturalLanguageQuerying.com