LIMERENCE

HEALTHCARE

AI-Powered SQL for Healthcare

Let clinical and operations teams query patient data, track outcomes, and monitor KPIs without writing SQL.

GET STARTED

Ask in plain English

Your team asks business questions. Limerence generates the SQL.

Question

What is the average readmission rate by department this quarter?

sql
SELECT department, ROUND(AVG(CASE WHEN readmitted THEN 1.0 ELSE 0 END) * 100, 1) AS readmission_pct
FROM admissions
WHERE admission_date >= DATE_TRUNC('quarter', CURRENT_DATE)
GROUP BY department
ORDER BY readmission_pct DESC;
Question

Show me patients with length of stay over 7 days grouped by diagnosis

sql
SELECT d.name AS diagnosis, COUNT(*) AS patients, ROUND(AVG(a.length_of_stay), 1) AS avg_los
FROM admissions a
JOIN diagnoses d ON a.diagnosis_id = d.id
WHERE a.length_of_stay > 7
GROUP BY d.name
ORDER BY patients DESC
LIMIT 10;
Question

Which providers have the highest patient satisfaction scores?

sql
SELECT p.name AS provider, ROUND(AVG(s.score), 2) AS avg_satisfaction, COUNT(s.id) AS survey_count
FROM providers p
JOIN satisfaction_surveys s ON p.id = s.provider_id
GROUP BY p.name
HAVING COUNT(s.id) >= 10
ORDER BY avg_satisfaction DESC
LIMIT 15;

Compliance & Security

Self-hosted means your data never leaves your infrastructure.

HIPAA

Self-hosted deployment keeps PHI within your infrastructure. No patient data leaves your network.

HITECH

Audit-ready access logs and role-based controls for meaningful use compliance.

SOC 2

Enterprise security controls with encryption at rest and in transit.

Speaks your language

Teach Limerence healthcare terminology so it maps business terms to your actual schema.

LOS
Length of Stay — duration of a patient hospitalization
DATEDIFF(discharge_date, admission_date)
ICD-10
International Classification of Diseases, 10th revision
diagnoses.icd_code
ADT
Admit, Discharge, Transfer — core patient movement events
events.type IN ('admit', 'discharge', 'transfer')
CMI
Case Mix Index — hospital acuity and resource usage measure
AVG(drg_weight)
READY?
bash
$ curl -fsSL https://limerence.sh/install.sh | bash
REQUEST A DEMO