For EHR vendors
Integrate problem-focused summaries and source-linked AI questions into clinical workflows.
Provider decision support platform
Patient context and source-linked evidence for clinical AI
LIPI is LOFT's provider platform for AI orientation and decision support. It gives clinicians a problem-focused, source-linked view of each patient and an AI-agnostic interface for asking AI questions at the point of care.
AI answers need a traceable clinical context
Clinical reasoning is often spread across notes from different visits. Without links between the problem, earlier plans and subsequent outcomes, clinicians must reconstruct the context before they can assess an AI answer.
How it works
- Step 1
AI patient summary
A problem-focused baseline for every encounter, built with Abstractive Health.
- Step 2
Orientation
Each visit gains a "where are we now" view of what is still active and whether the last plan worked.
- Step 3
Source-linked reasoning
Evidence is organized as a knowledge graph, so every conclusion links back to the record it came from.
- Step 4
Problem-focused questions
Provider questions include the relevant patient context and can be sent to the chosen AI model.
Benefits
For AI companies
Connect your model to patient context within EHR workflows.
For clinicians
Answers you can inspect, grounded in your patient.
Research: LIPI builds on three decades of problem-oriented record research. Read the papers →