Unravel

Product Introduction

1. Unravel is an AI-powered platform that converts spoken input into an interactive visual network mapping the connections between beliefs, thoughts, and desires in real time. It uses natural language processing (NLP) to analyze speech and dynamically generates nodes representing concepts, with edges illustrating their relationships. The network evolves as users speak, creating a living model of their cognitive patterns.
2. The core value lies in enabling users to objectively observe and analyze their mental frameworks, identify subconscious patterns, and actively reshape limiting beliefs. By translating abstract thoughts into visual networks, it bridges introspection with actionable self-awareness, offering a data-driven approach to personal growth.

Main Features

1. Automatic Mind Mapping: The AI parses spoken or typed input to generate interconnected nodes representing ideas, emotions, and beliefs, with adjustable weighting for relationship strength. Users can zoom, filter, and reorganize nodes to explore hierarchical or lateral connections.
2. Real-Time Pattern Detection: Machine learning algorithms flag recurring themes, cognitive biases, or emotional triggers within the network, highlighting clusters of negative self-talk or conflicting beliefs. Dynamic heatmaps show frequency and emotional valence of concepts over time.
3. Guided Restructuring Tools: Users can simulate belief changes by editing node relationships and observing cascading effects through the network. The system provides evidence-based prompts from CBT and mindfulness traditions to test and reframe identified patterns.

Problems Solved

1. Intangible Self-Analysis: Traditional journaling or therapy often fails to reveal structural mental patterns, leaving users stuck in abstract self-reflection. Unravel quantifies and visualizes these patterns as navigable data structures.
2. Self-Improvement Seekers: Targets individuals engaged in therapy, coaching, or mindfulness practices who need concrete visualization of progress and specific leverage points for change.
3. Therapy Session Prep: Clients use Unravel to map thoughts before sessions, giving therapists instant visibility into mental models. Coaches employ network snapshots to track client mindset shifts across weeks.

Unique Advantages

1. Speech-to-Network Fidelity: Unlike mind-mapping tools requiring manual input, Unravel achieves 93% accuracy in auto-generating semantically valid networks from unstructured speech, verified against psychotherapy datasets.
2. Adaptive Network Topology: The system employs graph neural networks (GNNs) that preserve temporal context, allowing users to rewind/fast-forward through mental state evolution. Competitors use static graph models.
3. Closed-Loop Validation: Integration with wearable biometrics (via API) correlates network changes with physiological markers of stress reduction, providing objective validation of mindset interventions.

Frequently Asked Questions (FAQ)

1. How does Unravel ensure privacy with sensitive mental data? All audio processing occurs locally via WebAssembly modules, with encrypted cloud storage for networks. Users retain full ownership and can auto-purge data after set periods.
2. Can it integrate with therapy workflows? Yes, therapists receive secure client portals with version-controlled network comparisons and DSM-5 code tagging for identified patterns.
3. What languages does the NLP support? Currently optimized for English with 98% accuracy, but the architecture supports rapid localization using multilingual BERT models for future expansions.