The AI brains behind the platform — building trust & understanding
The Clinical Reasoning Engine is the first layer of intelligence that runs when you generate a protocol. It analyzes your case intake data to identify the likely physiological themes behind the patient's presentation.What It DoesRather than reacting to sy ...
When you open a case, PraxPilot displays a Detected Patterns panel inside the Clinical Insight section.What Detected Patterns AreDetected Patterns are clinical themes extracted from the case data. They describe what is happening in the patient's presentat ...
Root Cause Intelligence is a feature within the Clinical Insight section of a case. It analyzes the case signals and surfaces possible physiological drivers worth investigating.What It DoesAfter Detected Patterns identifies clinical themes, Root Cause Int ...
Similar Case Intelligence analyzes your previous finalized cases to detect patterns — and uses those patterns to inform protocol generation for new cases.What It DoesWhen you create a new case, PraxPilot quietly evaluates whether the presentation resemble ...
What is Lab Interpretation?PraxPilot includes built-in Functional Medicine (FM) lab interpretation — a clinical intelligence layer that reads your uploaded lab reports and goes beyond conventional reference ranges to flag markers that may be suboptimal fr ...
Adaptive Personalization is the system that makes PraxPilot increasingly aligned with how you practice over time.What It LearnsEvery time you edit a finalized protocol, PraxPilot records that decision as a clinical preference signal. Over time, these sign ...
This is one of the most common questions from new PraxPilot users.The Short AnswerYou will see useful protocols from your very first case. Personalization effects typically become noticeable after several finalized cases, and continue to improve the more ...
PraxPilot is designed to support — not replace — your clinical reasoning.How it helpsPraxPilot:Detects patterns from case dataSuggests possible root causesProvides optional follow-up questionsSmart promptsYou may see prompts like:“To refine this pattern”T ...
Outcome Tracking helps you record how a patient responds to a protocol over time.When it appearsWhen a case is marked as ClosedOr after completing a follow-upWhat you can trackImprovement levelSymptom changesClinical observationsWhy it mattersOutcome trac ...
What is “Chat with Case”?Chat with Case is an AI-powered assistant built directly into each patient case in PraxPilot.It lets you ask questions in plain English and get answers that are grounded in the specific context of the case you’re viewing—labs, not ...