BoxSight LLC is a USA-based technology architecture firm. Every capability listed here represents a fully deployed system—built for scale, security, and real-world utility.
Live Intelligence Products
AI-native expense intelligence. Utilizes computer vision and Gemini LLM reasoning to digitize receipts into searchable, structured spending data. Features a unique gamified "Financial City" visualization.
Frontier AI/ML synthesis engine. Daily automated ingestion of 30+ curated research sources, synthesized into high-signal briefings via proprietary vector search and LLM prompts.
Infrastructure & Frameworks
A formal specification language designed for intent-based software engineering. Features a 6-gate AI pipeline and 5-model consensus mechanism to move from spec to code with zero human intervention.
Read the ADL Whitepaper →A high-fidelity consensus engine using the Model Context Protocol (MCP). Compares outputs from 5 different LLMs simultaneously to surface bias and increase reliability in automated decision-making.
Local-first network security monitoring. Distributed agents utilize local LLMs (Ollama) to provide plain-language threat detection and network health reports without data leaving the perimeter.
Shared Intelligence Fabric
The BoxSight ecosystem is built on a shared backend infrastructure—standardized on PostgreSQL + pgvector and FastAPI. This allows technology developed for our enterprise tools to be instantly utilized within our consumer products.
Our multi-model consensus engine acts as the central brain, providing the validation layer for LIITOS-AI synthesis, ADL pipeline gates, and automated security remediation in HomeSentinel.