US Product Company
In progress
Project Challenges:
Lack of Structured, Analyzable Conversations
Existing AI chat solutions produced unstructured data, making it impossible to extract meaningful insights or track emotional progress over time.
Ensuring Complete Privacy and Data Security
The system needed to create a fully secure, data-safe environment that users could trust, ensuring no exposure of sensitive emotional information.
Integration of Multi-Source Data
The app had to synchronize chat data, manual inputs, and optional device data (such as Apple Health metrics) to generate holistic, meaningful insights — a major technical and architectural challenge.
Our Solutions:
AI Companion with Contextual Awareness
We developed an AI companion capable of maintaining context-rich conversations while automatically identifying and tagging symptoms, emotions, and cognitive patterns. Each chat session was structured into analyzable psychological data, forming a personal emotional diary.
Integration of Real-World Community Content
We preprocessed topic-related datasets from Reddit, integrating authentic user stories into the app. This allowed app users to compare their own experiences with real narratives from others dealing with similar challenges.
Unified Emotional Analytics Dashboard
We built a comprehensive analytics dashboard that aggregated and visualized data from multiple sources — chat logs, manual entries, and device data such as heart rate and sleep patterns — providing both users and (optionally) therapists with a clear overview of emotional progress and behavioral trends.
Project Overview
It is a mobile application designed for people experiencing anxiety and panic attacks. Its core purpose was to create an AI-powered safe space where users could freely express their thoughts and feelings at any time – without judgment or limitations.
The project aimed to address three core issues
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AI conversations often lack structure and cannot be meaningfully analyzed afterward.
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People with anxiety frequently feel isolated and uncertain whether their experiences are typical or signs of deeper issues.
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Users need a clear way to track their emotional progress over time, including triggers, thoughts, and behavioral patterns.
The concept of the app brought these elements together into one continuous experience that combined structured AI conversations, real community content, and personal emotional analytics.
After development, the app successfully demonstrated that AI-driven companions can evolve from simple chat tools into structured emotional tracking systems.
The platform provided users with
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A private, intelligent environment for self-reflection and symptom monitoring.
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Access to community stories for emotional reassurance and connection.
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Analytics dashboards that transformed personal conversations into measurable psychological insights.
