ASK YOUR PLANT

Your plant, in plain English

Stop digging through dashboards. Your team asks questions in the language they already use: "why is line 3 slower today?", "which plant had the worst OEE last week?", "show me pump current just before the outage." Answers come back with the audit trail attached.

See who asks what Calculate the ROI
EdgeBits industrial data stack: Edge Nodes on the plant floor feed Edge Analytics (data plane) and Edge Manager (control plane). On top, an Assistant lets any user ask questions in plain English. Fasten audit chain witnesses every change on all four surfaces. EdgeBits industrial data stack: Edge Nodes on the plant floor feed Edge Analytics (data plane) and Edge Manager (control plane). On top, an Assistant lets any user ask questions in plain English. Fasten audit chain witnesses every change on all four surfaces.

The stack. Four surfaces plus fasten. The assistant on top reads from all of them.

THREE THINGS THE ASSISTANT DOES

What you get, not what it's built on.

Three capabilities that turn plant data into answers your team can act on.

01

See every plant, on your terms

Bring your DCS, PLCs, and sensors into one clear view — every plant, every line, every shift. Deploy on the plant floor, on a server you own, or on your private cloud. Standard protocols end to end: OPC-UA, Modbus, S7, MQTT.

Deploy in a week, not months. Nothing on the plant floor changes.

02

Ask your plant in plain English

Your team asks questions the way they'd ask in a shift-review meeting. The assistant reads your plant history and every change across the fleet, and answers with the reasoning trail.

Same experience whether the AI is Claude / GPT (quick integration) or self-hosted on a server you own.

03

Prove it, don't just report it

Every setpoint, deploy, config edit, and question asked stamps the audit chain with who, when, and what. Auditors verify independently.

Compliance-ready reports for energy, CCTS, ISO, downtime, and OEE. Export as CSV, PDF, or straight into ERP or BI.

ROLE-SCOPED BY IDENTITY

Same assistant. Different scope.

Owner sees every plant. Plant manager sees theirs. Operator sees their line. The system knows who's asking and only shows what they're supposed to see — enforced at the tool layer, not just in the UI.

Owner / MD

All plants. Federated roll-up. Raw data stays at the plants.

"Which of my five plants had the highest energy cost per unit last month?"
"Rank all plants by OEE for shift B last week."
"Why is Pune worse than Chennai? Which line dragged it down?"

Plant manager

Their plant only. Data from other plants is not returned.

"Which line had the most downtime this shift?"
"How is line 3 today compared to last Tuesday same shift?"
"Show me pump current just before the 3:47 AM drop."

Operator / shift eng

Their line or area. Live values, current alarms, immediate history.

"What's causing the alarm on reactor 2?"
"Show me the last 15 minutes on FT-101 as a chart."
"Which sensors are worst on quality right now?"
TPM VOICE

Running a TPM program? The assistant speaks it natively.

Ask for Six Big Losses breakdown, A × P × Q split by shift, Top Loss on any line, Component Log entries, reason-code accuracy — in the vocabulary your Kaizen team already uses.

See the TPM view
AI CHOICE, NOT AI LOCK-IN

Cloud AI or self-hosted. You pick.

The assistant speaks a standard model-integration protocol (MCP). Any current or future LLM plugs in. Change your mind later? Swap the model. Nothing else changes.

Claude / GPT

Quick integration. Fastest to set up.

  • Battle-tested reasoning
  • Priced per query
  • Data leaves your site only on ask
  • Good default when data-localisation isn't a constraint
DATA STAYS WITH YOU

Self-hosted AI

On a server you own — plant floor, data centre, or private cloud.

  • Nothing leaves your environment
  • Fixed cost, no per-query billing
  • Compliance-ready by construction
  • The right choice for regulated industries

See it on your plant data

30-minute call. We'll wire the assistant up to a slice of your existing data and let you ask it questions live.

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