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Lattice

You've read thousands of articles, written hundreds of notes, and had countless conversations. But when you need to find that one insight from three months ago — it's gone. Knowledge Lattice remembers it all and connects the dots for you.

Get Knowledge Lattice — $9.99/mo How it works

The problem

Your knowledge is scattered. Some of it is in email threads. Some in chat logs. Some in documents you wrote months ago. Some only exists in conversations you had with AI assistants that have long since been deleted. The most valuable insights you've ever encountered are buried in a graveyard of closed tabs and expired sessions.

Search engines can find public information, but they can't search your personal knowledge. Note-taking apps require you to manually organize everything. And AI assistants forget everything the moment the session ends.

What you're losing

Every week, you rediscover solutions you already found. You re-research topics you already explored. You lose connections between ideas that would have been obvious if you could see them side by side. Your accumulated knowledge — the most valuable asset you have — leaks away because you have no system to hold it.

The solution

Knowledge Lattice is a personal knowledge system that stores everything you learn, automatically connects related ideas, and lets you search by meaning — not just keywords. Ask it "what did I learn about caching strategies?" and it finds the relevant conversation from two months ago, the article you read last week, and the code snippet from yesterday — all connected.

Without the Lattice

"I know I figured this out before... was it in Slack? Email? That Claude chat I deleted? The Google Doc from Q2?" You spend 20 minutes searching and give up.

With the Lattice

"What was my caching approach?" → Instantly returns the relevant context, the decision you made, and the reasoning behind it. Found in under 2 seconds.

How it's different from notes apps

Notion and Obsidian require you to organize everything manually. Knowledge Lattice organizes itself. It uses semantic search (understanding meaning, not just matching words) and automatically builds a knowledge graph connecting related concepts. You just use it — the structure emerges on its own.

How it works

Information flows in automatically

Conversations with AI assistants, documents you read, notes you take — the Lattice ingests them and breaks them into meaningful chunks.

Meaning is extracted, not just text

Each chunk is converted into a mathematical representation of its meaning (an "embedding"). This means searching for "authentication approach" will find content about "login security" — even if those exact words never appear together.

Connections form automatically

The knowledge graph identifies entities (people, projects, technologies) and links them across your entire knowledge base. You discover connections you never explicitly made.

Search by meaning, get answers

Ask natural questions. The Lattice combines semantic search, graph traversal, and re-ranking to find exactly what you need — not a list of documents, but the actual answer, with sources.

Currently in beta

Knowledge Lattice is actively being built by a 100-agent AI swarm deploying code to Cloudflare's edge network in real time. The infrastructure is live — 16 database shards, semantic vector search, knowledge graph engine. Early subscribers get access as features ship, and help shape what gets built next.

Included with every Reflexion subscription. Beta access now, full launch coming soon.