Industria Machina

Every crack, every wear pattern —
caught by AI

A missed crack in a refractory wall. A worn poppet shaft. One overlooked switching-valve gap reading. Any of these can cost hundreds of thousands in unplanned downtime. Industria Machina, trained on thousands of real inspection reports for thermal oxidizers, Vocsidizers, and abatement equipment, catches what rushed walkdowns miss — and gets sharper for your equipment with every visit.

Open Inspection Dashboard How it works

3,400+ Inspection examples cataloged

146 Field reports ingested

5 Equipment knowledge cards

How the Luthier Vision System works

Your maintenance knowledge, codified and applied in the field.

Ingest decades of inspection reports

PDF maintenance manuals and historical field reports flow into the system. Each page is parsed, equipment imagery is extracted, and structured findings (observations, defects, severity) are mined and indexed.

Distill a knowledge card per equipment type

For every distinct equipment type — RTO, Vocsidizer, switching valve, burner — the system produces a structured card: common defects, normal indicators, inspection priorities, photo conventions. The accumulated expertise of your senior engineers, available to every technician.

Inspect with a checklist that knows your equipment

Technicians open a checklist driven by the knowledge card. For each item, they photograph the equipment. The vision system retrieves the most similar past examples from your archive, classifies condition against documented norms, and produces a structured finding in seconds.

Compound your team's accuracy over time

When a technician corrects an AI finding, that correction becomes weighted training data. Your equipment-specific knowledge cards regenerate. The system gets sharper for your equipment with every visit — without contaminating any other customer's data.

Why Industria Machina for Dürr equipment

We know your gear — and we keep learning.

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Trained on Dürr-specific equipment

The corpus is built around VOC abatement units: regenerative thermal oxidizers, Vocsidizers, switching valves, CleanSwitch and Magnum lines. Real reports. Real defects. Not generic AI guesswork.

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Structured findings, not chatbot prose

Every inspection produces a structured result: written summary, list of observations with per-observation severity, overall severity rating, recommended action. Auditable. Comparable. Trendable across visits.

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Compounds your institutional knowledge

Senior engineers retire. The expertise doesn't have to retire with them. Every correction your technicians make becomes part of your customer-specific knowledge — never cross-pollinated with anyone else's.

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Field-grade in seconds

Photograph a burner, a switching valve, a media bed face. Get a structured finding back in 10–20 seconds. The technician sees similar past examples from your own archive — and the AI's assessment side-by-side.

Try it now.

The portal is wired to live equipment knowledge. Open the dashboard, browse the existing knowledge cards, or start a new scan against any equipment type.

Open Inspection Dashboard

Every crack, every wear pattern — caught by AI

Your maintenance knowledge, codified and applied in the field.

We know your gear — and we keep learning.

Try it now.

Every crack, every wear pattern —
caught by AI