Industries

Manufacturing

Shop-floor integrations and dashboards an operator will trust.

Manufacturers are not short of data. They are short of agreement about what the data means, which is why the OEE number in the meeting is never the number on the line. We build the operations data layer that reconciles machines, ERP and quality systems — then the use cases everyone has already scoped become executable.

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Google Cloud for manufacturing

We use Manufacturing Data Engine, Vertex AI for document understanding and BigQuery for quality analytics, on top of the MES and ERP you already run. The order matters: connect the plant first, then apply models to the exceptions.

  1. 01 · Connect

    Manufacturing Data Engine

    Machine, MES and ERP telemetry onto one timeline.

  2. 02 · Contextualise

    BigQuery · SAP on Google Cloud

    Line, shift and batch identity resolved once.

  3. 03 · Detect

    Vision AI inspection

    Defects caught inline rather than at final test.

  4. 04 · Act

    Vertex AI · Maintenance scheduling

    Root cause and the next action, on the line.

84.2%
of manufacturers running gen AI in production report revenue gains of 6% or more
Source: Industry benchmark, paraphrased
57.5%
of employee time recoverable through gen AI automation of document-heavy work
Source: Industry benchmark, paraphrased

Where we help

One operations model
Machine telemetry, MES and ERP events normalised into a single model with line, shift and batch identity — the prerequisite for every forecasting or AI use case on the roadmap.
Downtime and quality, explained
Downtime reason codes captured at the line, quality deviations traced to equipment and batch, and the Pareto generated from events rather than a supervisor’s memory.
Documents that answer themselves
Maintenance history, specifications and supplier documentation made searchable and summarisable — the single biggest time sink in most engineering departments.

Working on something in Manufacturing?

A 30-minute call is usually enough to work out whether this is a quick win or a rebuild — and we will tell you if it is the second one before you spend anything.

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