In development

Machine health from live sensor data — waiting on ingest.

Machine Minder

Not running yet. Listening to machines takes live sensor data, and the pipeline to carry it isn't built — there is nothing real to listen to yet. When it ships, it will flag wear early and draft the work order; your team books the repair. If this is your first problem, tell us.

Where this stands

In development

IoT telemetry ingest is not built; there is nothing real to listen to.

We publish the roadmap the way we run it: nothing wears a Live badge until a working agent stands behind it.

What we're building

The Machine Minder is designed to watch the readings your machines produce and flag the early signs of wear — but the telemetry ingest it depends on does not exist in the stack yet, and an agent listening to nothing would be theater. So it waits, honestly, on the roadmap. When it ships it will follow the same rule as every agent: it reads, it flags, and it drafts the maintenance ticket and the parts request — your team decides when the machine comes down. If predictive maintenance is the problem that would move you, say so — demand sets the build order.

Not live yet —
but plenty of agents are.