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Manufacturing

Put plant data to work on the shop floor.

Manufacturers collect machine, quality and planning data, but it rarely ends up in one place where it can be used. We build the data platforms, vision systems and software that turn that data into decisions on the shop floor.

Book a callFree quick checks

01 / Problems

Problems we often see

These are situations we meet in this sector. They describe common patterns, not your organisation.

  • Machine data stuck in the plantSensor and machine data sits in local systems, and joining it with orders and quality results is a manual job.
  • Inspection that depends on peopleVisual inspection relies on trained people and is hard to keep consistent across shifts and sites.
  • Planning and maintenance in spreadsheetsProduction planning and maintenance schedules live in spreadsheets, so a change in one place is missed in another.
  • Work instructions nobody can searchDrawings, work instructions and certificates exist as documents, and finding the right version takes time.

02 / What we build

What we would build

The services that fit these problems. Each links to its own page with deliverables and approach.

  1. Problems we often see
    • Machine data stuck in the plant
    • Inspection that depends on people
    • Planning and maintenance in spreadsheets
    • Work instructions nobody can search
  2. What we would build
    • IoT and computer vision
    • Data platform
    • Sovereign and self-hosted AI
    • Operations software
  3. Where to start
    • Data platform maturity check
    • Data & AI quick scan
  • IoT and computer vision. Sensor pipelines and vision systems for inspection, built for your lines and hosted where your data may stay.
  • Data platform. Machine, quality and planning data in one governed place, ready for reporting and models.
  • Sovereign and self-hosted AI. AI on open-weight models that runs on your own servers or in a European region, so drawings and procedures stay in your control.
  • Operations software. Planning and maintenance tools built around your process, connected to the ERP or MES you use.

IoT and computer vision Data platform Sovereign and self-hosted AI Operations software

03 / Best first step

Where to start

Start with a free check, then take the first engagement that fits. Both end in a conversation, and we quote after that conversation.

  1. Data platform maturity check

    Free check

    How mature is your data platform? Foundation, governance, delivery and use.

  2. Data & AI quick scan

    Typical duration: 2 to 3 days

    Check how mature the data foundation is, then rank the use cases that a better foundation would unlock.

Take the checkAsk for a quote

Data & AI quick scan

  • Current state of systems, data and manual work
  • Three use cases ranked by value, effort and risk
  • Roadmap with a pilot proposal
  • Session with management to discuss the result

05 / Articles

Related articles

Next step

Which sector problem is yours?

Tell us what you run today and where the manual work sits. We say whether AI or a data platform fits, and what a first step is.

Book a callSend a messageor email info@nexops.nl directly

Accepting projects for Q4 2026