A customer came to us wanting to move from one-off queries to a live view on the shop floor screen. That's now possible.
It's one of the most common things we see on factory floors — someone builds a great view, the data isn't validated, suddenly people are questioning the numbers and you're back to square one.
That process is broken. And it's been broken for a long time.
A better way to build
Thred's automated dashboards solve that. Once built, they pull live data from your workspace on demand, so every time you open them the numbers reflect what's actually happening on the floor — not a snapshot from last Tuesday. You build them through a guided conversation with Claude using Thred's Live Dashboard skill, which handles the data discovery, signal mapping, and layout. No SQL, no manual wiring. If your workspace has the data and Knowledge Graph in place, the dashboard can show it.
A live OEE view built in Thred using the Rosso simulator — Availability, Performance, and Quality updating in real time.
Describe it. Don't build it.
You describe what you want in natural language — and it handles the rest. No tickets, no workshops that run out of time before anything gets built. No relying on anyone else to reproduce what was in your head. A manager with workspace access can frame what they need, validate the output, and publish — without a handoff, without a wait. That changes who can act on data, and how fast.
It stays live
Once published, it stays current. Every time the dashboard is opened, it pulls fresh data from your workspace — the floor doesn't stop moving, and neither does your view of it.
Numbers you can actually trust
Because every metric traces back through your Knowledge Graph, you can trust what you're seeing. No estimates, no stale snapshots. One view the whole team relies on — rather than everyone pulling their own numbers and arriving at different answers.
Less time chasing figures. More time acting on them.