Organizational memory is the knowledge a company keeps even when people leave, projects end and chat sessions close. Fleece turns it into one living knowledge graph that every human and AI agent reads and writes — so the decisions, context and 'why we did this' you capture once are recalled forever, with their source, instead of evaporating the moment someone signs off.
What you knew walks out the door.
A senior engineer resigns and three years of why-we-built-it-this-way leaves with them. A project wraps and the hard-won context dissolves into a Slack archive nobody will ever read again. Every new AI chat opens on a blank page and you re-explain the same company, again.
This is the quiet tax on every growing organization: knowledge that took months to earn is lost in an afternoon, and everyone — human and agent alike — starts from zero.
Remember once. Recall forever.
Organizational memory is the shared layer that holds what your company knows so it never has to be relearned. Fleece captures each decision, fact and conversation as a node in one living knowledge graph, then makes it recallable by anyone — a new hire on day one, or a fresh agent session at 2 a.m.
Ask Claude, Cursor or a custom agent why a choice was made and it queries the same memory you do — keyword, semantic and graph traversal ranked together, every answer returned with its source.
- +Captured once, recalled with provenance — never reinvented
- +Shared by every person and every AI agent
- +Survives the session, the project and the resignation
Onboarding becomes recall, not rebuild.
New people inherit the memory instead of mining colleagues for it. They ask the brain what was decided, when and why — and get answers linked back to the original note, not a half-remembered retelling.
Per-person and per-agent ownership means you always know whose memory a fact came from, so trust and accountability travel with the knowledge.
Your memory stays yours.
The brain is a folder of plain markdown on your own infrastructure — 100% Obsidian-compatible, local-first, no proprietary lock-in. Auto-dedup and auto-merge keep the memory clean as it grows, and CRDT version history lets you see exactly how it changed over time.
Cloud sync is optional and end-to-end encrypted with AES-256-GCM. If Fleece vanished tomorrow, every decision you captured would still sit on your disk, readable by any tool.
What organizational memory gives you.
Capture once, recall forever
Every decision, fact and conversation becomes a node — recalled with its source long after the session that created it closed.
Shared by humans and agents
The same living memory backs your people and every AI agent, so nobody re-explains the company from scratch.
Recall via MCP
Ten JSON-RPC tools let Claude, Cursor, Cline or a custom agent query the memory directly — they appear in the tool list automatically.
Auto-dedup and auto-merge
Knowledge nodes are deduplicated and merged as they arrive, so the memory stays one clean truth instead of a pile of near-copies.
Version history with CRDT
See how any piece of memory changed over time, who shaped it and what it used to say — continuity you can audit.
Local-first markdown vault
Plain .md files with YAML and [[wikilinks]], Obsidian-compatible. Your institutional memory is never trapped in someone else's database.
Questions about organizational memory.
What is organizational memory?+
It's the knowledge a company retains even when individuals leave, projects close or chat sessions end — the decisions, context and reasons behind how things are done. Fleece stores it as one living knowledge graph that both people and AI agents can recall, so it accumulates instead of evaporating.
How is this different from a wiki or document store?+
A wiki holds pages a human has to find and read; organizational memory is a connected graph that any AI agent can query directly through MCP, with keyword, semantic and graph recall combined. It also dedups and merges automatically and tracks how each fact changed over time — a wiki does none of that.
How does it help when someone leaves?+
Because the why behind decisions was captured as it happened, the knowledge stays in the brain rather than in one person's head. A successor — or an AI agent — recalls what was decided and why, with the source attached, instead of starting from a blank page.
Can AI agents and humans share the same memory?+
Yes. The brain is queryable by any MCP-compatible client — Claude Desktop, Cursor, Cline, Zed, the Fleece AI App and custom agents — and by people in the same vault. Per-agent and per-person ownership keeps track of whose memory each fact came from.
How do we get started?+
Connect your first sources, point your AI clients at the brain via MCP, and start a 14-day trial — no card required. Plans run €12 Solo, €24 Pro and €49 Teams, and your memory is plain markdown you can take anywhere.
Lose nothing. Remember everything.
Stop paying the tax of starting from zero. Capture what your company knows once — and let every person and agent recall it forever.