Tensor Medical Systems | AI-Driven EMS Data Analytics

Clinical Quality Assurance

Tensor Analytics

An AI-powered QA tool, integrated to automatically scan every incoming report for clinical compliance and personalized feedback at scale.

AI-Powered Deviation Detection

Continuously scans ePCR data, flags likely protocol deviations, and categorizes findings for faster QA review.

<eRecord.01>163893</eRecord.01>

<eResponse.05>Priority 1 emergent</eResponse.05>

<eResponse.08>Unit M421 dispatched</eResponse.08>

<eScene.01>Residence - private home</eScene.01>

<eTimes.03>2026-02-10T12:16:10</eTimes.03>

<eTimes.05>2026-02-10T12:23:48</eTimes.05>

<eTimes.12>2026-02-10T12:54:17</eTimes.12>

<ePatient.13>Age 63</ePatient.13>

<ePatient.14>Male</ePatient.14>

<eSituation.09>Altered Mental Status</eSituation.09>

<eSituation.11>GCS 9 at first assessment</eSituation.11>

<eVitals.01>Pulse 42 bpm</eVitals.01>

<eVitals.06>BP 82/48 mmHg</eVitals.06>

<eVitals.07>SpO2 91% RA</eVitals.07>

<eVitals.26>BGL 18 mg/dL</eVitals.26>

<eAirway.01>Airway patent</eAirway.01>

<eArrest.01>Cardiac arrest observed</eArrest.01>

<eArrest.03>Initial rhythm VF</eArrest.03>

<eMedications.03>Dextrose 50%</eMedications.03>

<eMedications.09>Dose not entered</eMedications.09>

<eMedications.04>Glucagon not documented</eMedications.04>

<eProcedures.03>IV access established</eProcedures.03>

<eProcedures.03>12 Lead ECG (narrative only)</eProcedures.03>

<eProcedures.03>Defibrillation (narrative only)</eProcedures.03>

<eProcedures.10>Compression quality not charted</eProcedures.10>

<eProtocols.01>Cardiac Arrest (5-1)</eProtocols.01>

<eProtocols.01>Altered Mental Status (3-1)</eProtocols.01>

<eDisposition.12>ROSC achieved</eDisposition.12>

<eDisposition.19>Transport to Mercy General</eDisposition.19>

<eNarrative.01>Hypoglycemia treated; defibrillation performed; ROSC in field</eNarrative.01>

ePCR #163893 Processed

PCR UID 163893 2 Protocol Deviations 2 Documentation Errors Incident 1 month ago

Incident #163893

2/10/2026, 12:16 PM Crew: Medic C, EMT C Protocols: AMS (3-1), Cardiac Arrest (5-1)

Flagged deviations

Altered Mental Status (3-1) Omission

Hypoglycemia was documented at BGL 18 mg/dL, but no complete dextrose or glucagon medication record was entered.

Documentation gaps

Procedure Missing field

12 Lead ECG and defibrillation appear in narrative notes but are absent in structured procedures performed.

AI Data Analyst Assistant

Ask clear questions about reports and documentation quality, then get concise answers grounded in your agency data.

In respiratory failure cases, how often is CPAP used before intubation?

I will gather all respiratory failure encounters in the selected period. Analyze cases I'll then isolate calls where CPAP is documented before intubation. Check event order Finally, I will calculate the usage rate and prepare a quick summary.

In this sample cohort, CPAP was used before intubation in 36% of respiratory failure encounters (64 of 178). Median CPAP-to-intubation interval was 11 minutes.

Custom Analytics Dashboard

Configure chart and table widgets to monitor operational trends, protocol patterns, and team performance in one workspace.

Response Times Over Time 4 weeks

Response time trend widget

Average Scene Time by Crew 30 days

Average scene time by crew

Medic Performance Report Cards

Track provider-level compliance, timing trends, and clinical benchmarks with report cards built for consistent feedback and coaching.

92 %

Medic A

Certification Level Paramedic

Total Events 18

Most Deviated Protocol Respiratory Distress (3-3)

Performance +6% vs agency average

Protocol Compliance 92%

Timing 86%

Medication 89%

Learn More

AI-Driven Quality Improvement for EMS

Response Times Over Time

Most Common Protocol Deviations

Current Offerings

Tensor Analytics

AI-Powered Deviation Detection

AI Data Analyst Assistant

Custom Analytics Dashboard

Medic Performance Report Cards

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