Walk a shop floor and the machines are rarely quiet. A CNC mill knows its spindle load. A heat-treat oven knows its temperature. A press knows its cycle count. On many floors that signal already leaves the machine through a PLC, an edge gateway, or an MQTT broker sitting in the corner. MQTT is the lightweight messaging standard a lot of factory equipment already speaks, and a broker is the shared bus it publishes to. Getting the number was never the hard part. The hard part is where the number goes. It lands on a dashboard, and a dashboard only helps while someone is standing in front of it.
Glass that only works when someone is watching
A dashboard is read-only glass. The person who actually understands the floor, the one who knows that this oven tripping at this hour means the second-shift heat-treat run is now late, is not parked in front of a wall of gauges. So the machine reports its trouble, the tile turns red, and it waits. It waits for someone to notice, walk over, and connect the reading to everything else they know. The judgment that makes a number mean something lives in a person's head, not on the screen.
Point myai at the broker
myai now connects to the broker your machines already publish to. You add the broker as a connection, name a device, and tell myai where each machine's id sits in its messages. From then on every machine shows up as a live instance you can open and read: running, idle, or down, with the readings behind it. There is no new historian to stand up and nothing to rip out. If the signal is already on a broker, myai can read it today.
A live reading is only worth what you do with it
Bringing machine data into myai earns its keep because the operator already has a mirror there, an agent that has learned how they read their floor. Once a machine's state reaches that mirror, a down oven is more than a red tile. It is something the agent can weigh against everything else it holds: the job that was running, the parts still owed this week, the person who needs to hear about it, the step that usually comes next. A reading that leads to nothing is the sound of one hand clapping. A reading that reaches the mirror can become a message, a ticket, a rescheduled run.
The newest source, the furthest upstream
myai already reads the systems your work runs on: the ERP, the spreadsheets next to it, and the email threads where the real decisions get made. The machine is the newest of those sources and the furthest upstream, one step closer to the physical thing you actually make. This is not a move to replace your historian or your SCADA system, the supervisory control layer that runs the floor. They do their jobs well, and the vision and robotics layer has serious companies building it. myai sits a level up, in the operator's judgment, and its job is to carry the floor's reality into that judgment so the person, and the mirror that thinks like them, can act on it.
The floor has been talking for years. What changed is that the operator's mirror is now in the room, listening, and able to do something about what it hears.
If you run a floor and want to see what this looks like in practice, start with the use cases.
That's what we're building at Make Yourself AI.