Engine Online // v2.4.1 // 2026-02-24 03:12 UTC
request.json — patient payload
response.json — differential output

DIFFERENTIAL DIAGNOSIS.

MACHINE SPEED.

Run Your First Case FreeTry the Demo Patient
Engine Capabilities

WHAT THE
ENGINE READS.

Five interlocked modules. Every patient submission runs all five simultaneously — the results are merged before you see a single differential.

CBC · Chemistry · UA

Bloodwork Parsing

Ingests raw panel values and flags deviations against species-normalized reference ranges. Identifies patterns across 47 analytes simultaneously — not just individual high/low markers.

47
Analytes tracked
<0.8s
Parse time
CBCChemistryUrinalysisCoag
Cluster Analysis

Symptom Mapping

Cross-references presenting signs against 2.3M clinical case patterns. Weighs symptom combinations — not just individual flags — to surface non-obvious differentials.

2.3M
Case patterns
840+
Symptom nodes
ClusterSOAPSignalment
Real-time Flags

Drug Interaction Alerts

Screens proposed protocols against the patient's current medication list. Species-specific metabolism profiles — a dose safe for a Labrador can be fatal for a Border Collie.

12k+
Drug interactions
12
Species profiles
ContraindicationsDosingToxicity
Genetic Priors

Breed Risk Weighting

Adjusts differential confidence scores based on breed-specific prevalence data. MDR1, GRMD, dilated cardiomyopathy risk — all baked into the prior before the first lab value.

380+
Breeds profiled
94
Genetic markers
GeneticsPrevalenceMDR1
Emergency Ready

90-Second Protocol

Designed for 2am triage. Submit patient data in any order — partial panels accepted. The engine returns ranked differentials with actionable next steps before the second callback.

1.4s
Median latency
Yes
Partial panel
EmergencyTriagePartial Input
Performance Benchmarks // Peer-reviewed
0M+
Clinical Cases
Training dataset — physical exams, labs, diagnostics
0.0%
Top-3 Accuracy
Correct differential in top-3 vs. specialist consensus
0.0s
Median Latency
Time from submission to ranked differential output
0
Species Supported
Canine · Feline · Equine · Avian · Exotic + 7 more
Training data sourced from peer-reviewed veterinary databases
JAVMA · JVIM · Veterinary Clinics of North America · IVIS · WSAVA guidelines
View Methodology →
Integration Ecosystem

PLUGS INTO
YOUR STACK.

No rekeying. No copy-paste. Patient data flows from your PIMS directly into the engine — results write back automatically.

REST API + webhooks available for custom PIMS
Cornerstone
PIMS
Connected

Bi-directional sync. Patient data flows in, differentials write back to SOAP.

< 2s sync
eVetPractice
PIMS
Connected

Direct API bridge. Lab results auto-populate on case submission.

< 1.8s sync
Shepherd
PIMS + AI
Connected

Native DiagnoseAI integration layer. Shared patient context, no re-entry.

< 1.2s sync
ezyVet
PIMS
Connected

Smart Flow compatible. Specialty and emergency clinic optimized.

< 2.1s sync
IDEXX Dx
Diagnostic Lab
Connected

Panel results ingest automatically. Zero manual transcription.

Real-time
Antech
Diagnostic Lab
Connected

Reference lab results trigger instant differential refresh.

Real-time
VetConnect
Lab Network
Beta

Beta: Multi-lab result aggregation and cross-reference.

Beta
AVImark
PIMS
Coming Soon

Integration in development — Q2 2026 launch.

Q2 2026
REST API
curl -X POST https://api.vetdiagnostic.ai/v2/diagnose -H "Authorization: Bearer ${API_KEY}"
Field Evidence

CLINICIANS
WHO USE IT AT 2AM.

Three ICP archetypes. Three different reasons the engine is open at 3am.

Emergency
At 2:47am with a crashing cat and no internal medicine specialist reachable, VetDiagnostic surfaced hepatic lipidosis with secondary coagulopathy as the top differential in 90 seconds. The drug flag on Vitamin K timing changed what I reached for first.
91%
Top-1 accuracy on critical cases
Dr. Marcus Webb
Emergency Veterinarian
BluePearl Emergency — Nashville, TN
Rural Practice
I'm the only vet within 80 miles of my clinic. Having an engine that understands breed-specific risk profiles means I'm not flying blind on a young Doberman with a borderline echo. It's like having a cardiologist on call.
380+
Breed risk profiles loaded
Dr. Priya Nair
Solo Rural Practitioner
Mountain Valley Vet — Missoula, MT
Corporate Group
Standardizing diagnostic protocols across 43 locations was the problem we couldn't solve with training alone. VetDiagnostic is now the baseline — every clinician at every site gets the same evidence-weighted differential starting point.
43
Clinic locations standardized
Dr. James Okonkwo
Chief Medical Officer
National Veterinary Associates — Regional Group
SOC 2 Type II Certified
HIPAA-Equivalent Safeguards
Bank-Level Encryption at Rest
VCPR Compliance Framework
Zero Third-Party Data Sales
No Credit Card Required

RUN YOUR FIRST
CASE FREE.

Submit a real patient or use our pre-loaded demo case. You'll see ranked differentials in under 90 seconds — before you commit a single credential.

Try Demo Patient

No credit card · Instant access · SOC 2 Type II encrypted

Demo Patient Loaded
7yo Golden Retriever · Acute lethargy, PU/PD · CBC + Chemistry attached
Same case from the header. See the full differential output — no credentials required.
Open Demo Case →