The Challenge

In mental health diagnostics, distinguishing between actual stimuli and delusions/ hallucinations can be subjective and time-consuming. With growing user demand for mobile, AI-driven diagnostics, this grant-funded startup aimed to revolutionize the interaction between patients, clinicians, and their environment by offering instant analysis and response.

The Opportunity

Traditional object identification and delusion differentiation methods lack scalability and immediacy. There was a pressing need for a mobile-first, real-time system that could aid in faster decision-making, improved engagement, and proactive mental health monitoring.

Our Solution

Prologic Technologies partnered with this Yale Startup to build a secure, AI-powered mobile application that enables:

  • Instant Object & Audio Analysis: Captures audio/video prompts to process in real time
  • AI/ML based Detection API: Differentiates between real and perceived inputs.
  • Clinical Utility: Outputs usable insights for both users and healthcare professionals.
  • Mobile-First UX: Designed for on-the-go usability and clinical relevance.

The solution incorporated real-time AI/ML capabilities to deliver precise responses, using an intuitive UI that makes even advanced mental health monitoring accessible to the average user.

Key Features

  • Prompt selection and real-time recording (audio/video)
  • Advanced AI analysis for delusion/ hallucination detection
  • Intuitive UI for ease of access and feedback
  • API integrations for on-demand processing
  • Results designed for both personal insight and clinical review

Tech Stack

  • Frontend: React Native
  • Backend: Laravel + Python
  • Database: MySQL
  • Hosting: HIPAA Vault (compliant hosting for healthcare)
  • Other Tools: Firebase Messaging, Apple & Google Social Login, Secure File System

Results You Can Measure

50%Reduction

in time for object and audio recognition and delusion analysis

40%Improvement

in user engagement in mental health tracking

3XriseUp IconIncrease

in adoption of new clinical workflows for proactive mental health care

100%Secure

scalable architecture ready for future AI feature rollouts

Client Impact

This Startup now offers a first-of-its-kind AI-driven tool for Delusional Patients assessment and environmental interaction, creating a new frontier in digital mental healthcare.

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