Every AI makes one person smarter. GroupWisdom makes your group smarter.
Groups produce more information than any member can hold in their head. GroupWisdom reads all of it and surfaces what no one could see alone: conflicts, risks, and open decisions, combined across messages, new to the group, backed by sources, and useful for what happens next. One API, any platform or data stream.
See it running in Buzz- P
Priya9:12
Kickoff call with Acme is confirmed for Friday at 2 PM.
- M
Marcus9:47
Sarah will run the product demo on the call.
- E
Elena11:03
Heads up: Sarah is out Friday, back Monday.
- S
Sarah13:26
Demo slides are done, uploaded to the drive.
- P
Priya15:40
Acme confirmed Friday 2 PM works for them too.
Wisdom Agent
Friday’s demo has no presenter
The Acme kickoff is Friday at 2 PM with Sarah running the demo, but Sarah is out that day. Someone else takes the demo, or the call moves.
Our Buzz integration in action
The problem
Groups know more than their members.
Every group produces a stream nobody reads in full: messages, files, plans, decisions. One message says the demo is Friday. Another says the presenter is away Friday. Both are right there, and still nobody notices, because nobody holds the whole stream in their head. Groups get surprised by things they collectively already knew.
How it works
One shape in, one shape out.
Send what the group produces through the API: messages, files, emails, readings, all in one simple format. Or skip the wiring and try our ready-made solution in Buzz By Block.
The engine reads everything and keeps a memory per group: the facts, the decisions, the open questions, the dates coming up.
Channel memory
- Kickoff: Friday 2 PM
- Presenter: Sarah
- Sarah out: Friday
When information combines into something the group needs to know, it returns wisdom which you can present to your users.
Friday’s demo has no presenter
The Acme kickoff is Friday at 2 PM with Sarah running the demo, but Sarah is out that day. Someone else takes the demo, or the call moves.
Defining wisdom
An insight is returned only when all four are true.
Wisdom is not a summary and not an answer to a question someone asked. It is what appears when separate messages are held together: a clash, a gap, a deadline at risk. A card is posted only when all four of these are true.
Combined
It only appears when messages are put together. One message alone is never a post.
New
The group does not already know it. No reminders, no repeats.
Proven
Every card links back to the exact messages behind it. Ask under the card and it shows them.
Useful
It changes what the group does next. If it would not, it stays quiet.
We built Wisdom Agent on the same API we are opening to developers. Invited into a Buzz channel, it reads the messages, keeps the channel’s memory, and posts a card when a finding passes the four checks, at most six times a day. Ask under any card and it shows the exact messages behind it. The demo at the top of this page is Wisdom Agent running.
The kind of thing it catches.
The deadline moved, the plan didn’t
Friday’s update moved the launch to March 3, but the task list still builds toward March 10. One of the two has to change.
62 yes replies, room for 40
The RSVP thread is at 62 coming, and the venue booking confirms space for 40. Worth deciding before the invite goes wider.
Two people are buying the same gift
Mia ordered the group gift on Tuesday, and Jon wrote today that he is ordering one. One of the orders can be cancelled.
All three are combinations of everyday messages that nobody put side by side.
Privacy
Private by architecture.
- Nothing enters unless you put it there.
- A group is a sealed room.
- Every insight shows its receipts.
- Deleting really deletes.
- Secrets are screened before anything is spoken.
The API
The same engine, one endpoint.
Send contributions in one six field shape and get back one insight object carrying its text, its sources, its confidence, and its urgency. An empty response is normal and correct: the engine returns nothing unless all four checks pass.
It takes minutes to try. Create a group, post a handful of messages, and ask the engine to distill. The first insight arrives with the exact messages it came from.
Search answers what you ask. Summaries repeat what happened. GroupWisdom returns what the group has not put together yet, and only with sources.
GroupWisdom is in an invite-only testing phase. The first frontier AI teams are building with it now, and access opens in small batches. During testing, use is free up to a fair monthly cap. If you need more, tell us what you are building and we raise the cap for your key. The next batch starts August 24th with limited slots.
Next testing slot opening
Aug 24
Questions