Watches the numbers
Metrics and KR updates the morning they move - the cause before standup, what the ship did to the goal.
- Metrics updates
- KR updates
Humfrid is the proactive Slack agent that gives everyone on your team the updates that affect their work - goals, decisions and numbers from across the company, including the rooms they weren't in.
Early access
Nobody in your organization knows if everyone is working on the right thing. Not even you.
But Humfrid knows. And he’ll make sure you do, too.
Because when everyone knows what matters, why it matters and the moment it changes, you move faster than your competition.
Proactive team intelligence
Humfrid watches your goals, your work, and the market. He tells the right person the moment something changes - before anyone has to ask.
Metrics and KR updates the morning they move - the cause before standup, what the ship did to the goal.
Two teams on opposite decisions, work that's off the goal, or a decision that doesn't add up with the data or the principles - flagged before it ships. He figures out who needs to sync, and puts it on the calendar.
What moved overnight, what's blocked, and risk while you can still act. Humfrid follows up with the right people to unblock progress.
A competitor move, a market shift, or a customer call already attached to the decision it should change.
Real-time company memory
A real-time picture of what everyone is working on - and whether it's the right thing, with sources.
Why it works
Humfrid continuously extracts, synthesizes and reconciles data and decisions across the tools where your work happens.
Humfrid listens ambiently across the work as it happens. Connect your sources and he reads them, too. When a ship or a PR lands, he writes the recap and the learning back - so the next person doesn't start from a blank page.
Humfrid maintains your company truth through conversations in Slack. He surfaces decisions that contradict each other, or the data, and allows you to never worry about your outdated wiki again.
Your people hold more context than any document. Other tools ask you to fill the gap. Humfrid finds what's missing, identifies who has it, and asks them. The answer becomes truth for everyone who needs it.
Results
Humfrid gives your team time back, and the context to make better decisions.
For the team
Humfrid shows up differently for each team member, delivering what's matters to make the right decision every time.
Before a customer meeting, Humfrid messages you what they said last time, what’s still open, and what shipped overnight. You walk in already caught up.
Every morning, Humfrid messages you what moved, what’s stuck, and what needs you. You don’t have to piece the company together at night.
Someone promised something in Slack. Humfrid reminds them, then tells you if it’s still not done. You only step in if you have to.
If work starts drifting off the goal you set, Humfrid flags it the same day - not next Monday.
Humfrid writes the board update from the decisions and numbers you already have. You edit it and send it. You don’t start from a blank page at night.
Features
Humfrid works in Slack, across the tools you already use, and via MCP - so the same context is there, wherever you are.
Humfrid answers any question, preps your meetings, follows up on the email you'd forget, and keeps track of your to-dos no matter where they were handed to you - grounded in what the rest of the company knows and has decided. Conversations in DMs stay between you and Humfrid.
He listens with the team, remembers what matters, and brings it back later. Speaks up when he's the right one to answer. Stays quiet when he isn't.
He reads and writes in GitHub, Linear, Gmail, Calendar, and the rest. Understands the work where it already lives, and completes it there.
Claude Code, Cursor, and any MCP client work from the same picture Humfrid does - same goals, same decisions, wherever you are.
Trust
Know exactly what's on Humfrid's mind. Trust that your most important data stays that way.
Steer Humfrid with your goals and your principles. See and edit every memory, with its provenance, in a workspace anyone can read.
Your data stays yours. Isolated to your workspace, never used to train a model, and gone whenever you delete it.
SOC 2 Type II in progress · GDPR compliant · Never used to train a model · Delete anytime
About
Customers
Claude gives me a wall of text. I start reading - and line three is already wrong, because it misunderstood. Then you redo everything about five times.
Humfrid already understands more, with less context than Claude. And without prompting.
It just gets it.
I used to be the person who knew what happened in every room. Humfrid does that without me sitting in them.
This is what I wish I’d had my whole career.
I’ve been using Humfrid recently and loving it. Tools like this are the future - not just for product teams, but for organizations at any size.
FAQ
Humfrid is an AI Chief of Staff that lives in Slack. He tracks your goals, metrics, and work, jumps in with answers in public channels, and acts as a thinking partner in DMs - so the team stays on top of things without the usual stress.
Most copilots answer when you ask. Humfrid is the colleague that understands your organization and surfaces what the team needs before anyone has to ask - with one shared picture of reality.
You onboard Humfrid like any other colleague. Share the goals and documents you think he needs to know about, and give him access to the systems you want him to work in.
Your data stays yours. We don't train on it, we don't sell it, and you can leave with everything anytime. We're set up to work within enterprise security and AI policies.
Add Humfrid to Slack and share your goals. He starts working alongside your team in the tools you already use. No technical skills needed.
Early access