Instibrain is an upcoming institutional-memory product from WebWork AI, Inc. — one place that keeps what your team knows, so both your people and your AI agents can draw on it. It's currently in development; the waitlist is open at instibrain.ai.
Instibrain is the successor to the product we previously previewed as Superbrain, rebuilt around a bigger idea: your company's memory shouldn't just answer your people — it should feed the AI tools they work with too.
Most of what a company knows lives scattered across docs, chats, tickets, and people's heads — and every departure takes some of it away. Instibrain is designed to hold that institutional memory in one shared place: decisions, context, and the reasoning behind them, kept where they can be found and asked.
And because more and more of the actual work now runs through AI assistants and agents, Instibrain is being built bring-your-own-AI: connect the tools your team already uses and let them draw on the same shared memory, instead of starting every task from a blank context.
Here's the intent behind the product as it takes shape:
Decisions, context, and know-how kept in one shared place — a company brain that outlasts any single teammate's tenure.
Designed for your existing AI agents and assistants to connect over MCP, so they answer from your team's memory — not from guesswork.
Instibrain is being shaped around real teams — the knowledge you already have, wherever it lives, made easy to find, ask, and build on.
We're keeping it simple and focused so it's genuinely useful from day one, not another tool that gets in the way.
Almost every question asked inside a company has already been answered — in a thread from March, a doc nobody can find, a decision that lives in one person's memory. The cost is not dramatic; it is a steady tax. People re-ask, re-decide, and re-explain, and every departure takes institutional knowledge with it. Now AI agents are doing more of the work, and they start from even less: no history, no context, no memory of what the team already settled.
Instibrain turns that scattered knowledge into one institutional memory you can simply ask, in plain language: "What did we decide about onboarding?" — and get the actual decision back, with its sources. It is designed to connect to the places work already lives, keep itself current as they change, and expose the same memory to your AI agents over MCP — so the assistant drafting your doc and the teammate reviewing it work from the same shared truth. Ask your team, without interrupting your team.
Instibrain is in development at WebWork AI and coming soon. If a company brain your team — and your team's AI — can draw on sounds like the tool you have been missing, join the waitlist at instibrain.ai and we will let you know when it is ready.
Instibrain is designed to turn scattered docs, threads and decisions into a single institutional memory — one your people can ask, and your AI agents can connect to.
Docs, chats and decisions brought together into a memory that outlasts turnover.
Designed to show where an answer came from, not just assert it.
Bring your own agents and assistants — they connect over MCP and share the same memory.
Ask the way you'd ask a colleague — plain language, plain answer.
