Applied Engineering

Applied Engineering &Projects Built From Research

Our projects translate research into usable systems. Each project is developed with clear objectives, transparent limitations, human oversight and a pathway toward real-world validation.

Featured ProjectStatus: Pilot-Ready

ZeptAI Health Conversation Assistant

A voice- and text-enabled conversational system that helps collect patient-provided information, organize symptoms and history, and generate a structured summary for review. The system is designed to support communication and documentation; it does not replace qualified medical professionals or provide autonomous diagnosis.

Problems Addressed

  • Patients may forget relevant details during consultation.
  • Clinical intake can be time-consuming and inconsistent.
  • Free-form conversations are difficult to convert into structured information.
  • Language, literacy and accessibility can affect communication.

Core Capabilities

Voice and text interaction
Structured collection of symptoms and history
Follow-up questions based on missing information
Multilingual interaction where supported
Patient-friendly conversation flow
Doctor-reviewable structured summary
Export and API integration
Human confirmation before critical actions
Privacy-oriented deployment options
Clear medical and safety disclaimers

Recommended Workflow Graphic

InputPatient Voice/Text
Assistant DialogueConversational Intake
ML PipelineInformation Extraction
Reviewable formatStructured Summary
Clinician verificationHuman Review
EMR integrationExport/API
Pipeline

Future Project Tracks

Under our developmental standards, we do not publish empty product cards. These projects will remain listed as Research Prototypes or Pilot Projects until a fully functional deployment or prototype is validated.

Research Prototype

Structured Clinical Summary Pipeline

Extracting, organizing, and transforming medical conversation transcripts into structured EMR-ready records.

Pilot Project

Safety Instrument and Feedback Dashboard

Real-time safety guardrails, automated turn limits, and feedback telemetry instrumentation.

Open-Source Tool

Open Clinical Summarizer API

A secure, developer-focused API wrapper for localized clinical summarization and transcription pipelines.