Next-Generation Dual AI Clinical Copilot
Eliminate diagnostic oversight with automated clinical impression drafts, historical delta checks against past visits, and real-time warnings for life-threatening panic values. Designed to support pathologists, not replace them.
Smart Clinical Guardrails for Every Diagnostic Panel
Automated Clinical Impressions
The AI evaluates correlated test parameters (e.g. low MCV, low MCH with high RDW and low Ferritin) and drafts a medically sound clinical impression for the pathologist’s 1-click review and customization.
Historical Patient Delta Checks
Every parameter is cross-checked against the patient’s historical laboratory tests over time. Sudden dangerous variances (such as a 30% drop in Hemoglobin or spike in Creatinine) are instantly flagged in amber.
Critical Panic Value Alert Engine
Dangerous threshold breaches (such as Serum Potassium > 6.5 mEq/L or Platelets < 20,000/µL) trigger visual warning banners and automated priority alerts, enabling immediate intervention before patient discharge.
Dynamic Demographic Range Calibration
Normal biological reference ranges are auto-adjusted dynamically based on the patient’s exact age (neonatal, pediatric, geriatric), biological gender, and pregnancy trimesters, eliminating outdated generic brackets.
Differential Diagnostic Clue Corroboration
Cross-analyzes multiple lab panels (e.g. CBC, Liver Function, and Renal Profile) simultaneously to suggest potential differential etiologies such as hemolytic anemia vs nutritional deficiency.
Automated Derived Clinical Ratio Calculations
Instantly computes complex derived diagnostic indices including eGFR (CKD-EPI formula), De Ritis Ratio (AST/ALT), Albumin-to-Globulin Ratio, and LDL via Friedewald equation with 100% precision.
AI Clinical Copilot FAQs
How does the Dual AI Clinical Copilot work?
OnePath pairs Google Gemini 1.5 Pro’s deep medical reasoning models with Groq’s ultra-low latency LPU hardware. When analyzer values populate a report, the AI analyzes cross-parameter relationships, patient demographics, and past visit history to draft differential diagnostic impressions in less than 500 milliseconds.
Does the AI replace the pathologist?
Never. OnePath strictly adheres to a "Pathologist-in-the-Loop" architecture. The AI acts as an expert junior pathologist copilot, highlighting subtle anomalies, calculating delta check changes, and drafting preliminary remarks. Every report must be reviewed and authorized with the pathologist’s digital signature.
What is a Delta Check and why is it critical?
A Delta Check compares a patient’s current test parameter against their own previous historical values. For example, if a patient’s Hemoglobin drops from 14 g/dL to 8 g/dL within 48 hours, or Creatinine doubles, OnePath immediately triggers a Delta Check alert to flag possible internal bleeding or acute renal failure.
What are Critical Panic Values?
Panic values are life-threatening laboratory results (such as Potassium > 6.5 mEq/L, Platelets < 20,000/µL, or Blood Glucose < 45 mg/dL). OnePath instantly triggers high-visibility audio-visual warnings and sends automated priority SMS/WhatsApp notifications to the treating doctor.
Is patient data used to train public AI models?
No. All clinical inference calls run through dedicated, zero-retention enterprise API endpoints. Patient health data is never stored, retained, or utilized for public model training, ensuring 100% compliance with HIPAA and India’s DPDP Act 2023.
Equip Your Pathologists with Dual AI Intelligence
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