WhatA background app that monitors your digital behavior patterns and alerts you in real-time when you're falling into engineered dopamine loops, with gentle nudges toward higher-quality alternatives.
SignalThere is widespread recognition that digital products are systematically engineered to hijack attention through superstimuli, and people want to reclaim agency but lack the self-awareness tools to catch themselves in the moment.
Why NowOn-device AI models are now powerful enough to run continuous behavioral pattern recognition locally without sending private usage data to the cloud, and screen time APIs on iOS/Android have matured.
MarketConsumer wellness market, $80B+ digital wellness TAM; competes with basic screen time tools (Opal, One Sec) but none do real-time loop detection with AI-driven contextual intervention.
MoatProprietary behavioral dataset of dopamine loop patterns that improves detection accuracy over time, plus high switching costs once users build personal baselines.
Algorithm-Free Social Feed for Real FriendsP5/10A social app that strictly shows chronological posts only from people you actually know, with no algorithmic feed, no viral content, and a hard cap on connections (e.g., 50 people).
Manipulation-Aware Content Shield Browser LayerC5/10A browser extension and mobile overlay that uses LLMs to flag emotionally manipulative patterns in social media content in real-time — labeling ragebait, engagement traps, and manufactured outrage before you engage.
Ultra-Low Latency LLM Inference Infrastructure PlatformP6/10A managed inference platform that packages extreme-speed LLM serving (1000+ tokens/sec) using speculative decoding, TileRT-style persistent kernels, and MoE optimization as a turnkey service for enterprises building real-time AI products.
Flow-State AI Coding Agent With Instant ResponseC6/10A developer tool that uses ultra-fast inference to provide truly real-time AI pair programming — code completions, refactors, and explanations that arrive faster than a developer can context-switch, keeping them in flow state.
Real-Time Autonomous AI Agent Orchestration EngineC7/10An agent framework that leverages ultra-fast inference to run hundreds of reasoning steps per second, enabling complex multi-step autonomous agents that complete tasks in seconds rather than minutes.
GPU Arbitrage Broker For Inference Cost OptimizationC5/10A marketplace and routing layer that dynamically routes LLM inference requests across providers and GPU regions to minimize cost while meeting latency SLAs, exploiting the massive price disparities between providers.