The AI tools we use today are brilliant and amnesiac. Claude can reason about complex architecture. ChatGPT can analyze intricate data. Cursor can write sophisticated code. But none of them remember what you told the other one yesterday.
The Problem
We're in the early innings of a fundamental shift in how knowledge work happens. AI tools are becoming daily collaborators for millions of people. But every one of these tools operates in isolation. Your Claude conversation doesn't know about your ChatGPT history. Your Cursor session doesn't know about the design decisions you explored in Claude. Your team's collective AI knowledge is scattered across dozens of disconnected conversations.
This fragmentation is the single biggest barrier to AI productivity. Not model capability. Not cost. Not hallucination. Fragmentation. Every time you start a new conversation, you start from zero. Every time a teammate uses their own AI tool, they start from zero too.
The Vision
SLEDS is a shared memory layer for your AI-powered team. Connect your AI tools — Claude, ChatGPT, Cursor, and more — and they all share the same context. Decisions made in one conversation are available in every conversation. Insights discovered in one tool inform every tool. Your team's collective knowledge compounds instead of evaporating.
Why Now
Three things make this possible today that weren't possible a year ago. First, MCP (Model Context Protocol) provides a standard way for AI tools to connect to external context. Second, vector databases and semantic search have matured enough to make context retrieval fast and accurate. Third, teams have crossed the threshold from experimental AI use to daily AI dependence — making context management a real pain point, not a theoretical one.
What We Believe
We believe that the future of work isn't about which AI model is smartest. It's about which team's AI tools know the most about their work. We believe that context is more valuable when shared than when siloed. We believe that the next great productivity unlock isn't a better model — it's a better memory.
That's what we're building. A shared memory for every AI-powered team. Context that travels with your work. Knowledge that compounds instead of disappearing.
Welcome to SLEDS.