We've built a system that combines a semantic knowledge graph with LLM agents to create what we call an "Adaptive Productivity System." It's not just another AI chat - it's a complete rethinking of how knowledge work gets done.

Every LLM query automatically searches your personal/organizational knowledge graph first, providing cited responses that link back to your actual data. But here's where it gets interesting: Ask "What's the status of Project X?" and get a response with citations from your emails [1], documents [2], and task system [3]. Click any citation to jump to the source. Assign follow-up tasks that trigger multi-agent workflows.