Talk to your factory.

When you first connect ThredCloud, the fastest way to see its value is to start talking to your factory like it’s in the room with you. This page walks you through six concrete questions to ask in week one - so you’re not staring at a blank prompt, but using real incidents, shifts, and lines to get answers you can act on immediately.

Talk to sales ➜

“Produce a shift report me for the last 12 hours”

ThredCloud can turn raw events and alarms into a clear narrative of the last shift: key incidents, affected equipment, production impact, and recommended follow‑ups. Instead of relying on verbal handovers or half‑completed notes, supervisors get a consistent, queryable shift history they can review in minutes and share with the team.

“Help me do root cause analysis <on problem x> in real time with live data…”

When something goes wrong, ThredCloud can trace related tags, equipment, and process steps through the knowledge graph and live feeds. You get a structured view of what else changed around the same time, which assets are involved, and the most likely contributing factors—so you can move from “firefighting and guessing” to fast, evidence‑based decisions while the line is still running.

“Validate what my people are telling me in my team meetings”

When operators or engineers raise issues - “Line 3 is always the bottleneck after lunch,” “This pump keeps tripping” - you can ask ThredCloud to check the data. It compares claims against actual events, trends and downtime history, and returns a grounded view: where the team’s intuition is right, where it’s incomplete, and what extra context you should bring back to the next meeting.

Team members in meeting

Key insights and recommendations screen

“Give me visibility of problems in my production line before the escalate”

Because ThredCloud understands relationships and history, it can surface patterns that usually lead to trouble: repeated minor alarms, small parameter drifts, or recurring slowdowns in a specific area. You get a prioritized list of “things to look at now” tied to specific equipment and signals, turning the system into an early‑warning layer rather than just an after‑the‑fact reporting tool.

“Help me understand WHY<x> happened, not WHAT happened”

When you query a past incident, ThredCloud doesn’t just replay alarms and trends. It links the event to process context, configuration changes, upstream/downstream equipment, and past similar incidents to explain likely causes in plain language. The result is fewer post‑mortems that end at “it tripped,” and more conversations about the underlying conditions you can actually

Production report screen

ThredCloud Relationship screen

"Show me all the relationships between key data flows and equipment in my factory"

ThredCloud builds a knowledge graph of your plant: assets, tags, process areas, and how they depend on each other. You can explore that structure to answer questions like “What depends on this tank?” or “Which lines are impacted if this compressor goes down?” This helps new leaders, engineers, and partners understand the real topology of the factory without digging through drawings and spreadsheets

Get your factory insights flowing.

We love to talk to about DataOps and how ThredCloud can help you get more out of your factory. Get in touch with the team and we'll get you started.

Factory insights factory worker