Industry

Manufacturing & Industry 4.0

Shop-floor visibility, MES layers, and IIoT pipelines that connect OT and IT safely — digital twins and predictive maintenance your plant managers can act on, not just admire on a dashboard.

What you get

Capabilities included in your build

MES & shop-floor

Work orders, OEE tracking, and quality checkpoints on tablets operators actually use.

IIoT ingestion

PLC, OPC-UA, and sensor streams normalised for analytics and alerting.

Digital twins

Asset models synced with live telemetry for simulation and what-if planning.

Predictive maintenance

Failure signals, spare-parts workflows, and CMMS integration.

ERP integration

SAP, Oracle, and mid-market ERP sync without nightly CSV rituals.

OT security posture

Segmentation, least-privilege access, and monitoring aligned with NIS2 expectations.

Process

How we ship

  1. 01

    Discovery

    We start with a structured workshop to map goals, users, constraints, and success metrics.

  2. 02

    Design

    Wireframes evolve into interactive prototypes you can test with real users before a line of production code is written.

  3. 03

    Build

    Weekly demoable increments, written tests, and code reviews — no surprises at launch.

  4. 04

    Launch

    Hardened deployments, observability, and a launch plan covering rollout, comms, and rollback.

  5. 05

    Iterate

    Post-launch we track usage, fix friction, and ship improvements on a cadence that fits your roadmap.

Why teams pick us

Engineered for outcomes, not invoices

  • Reduce unplanned downtime with actionable — not vanity — telemetry
  • Senior engineers who respect OT change windows
  • ISO 27001-friendly architecture documentation
  • Pilot one line before plant-wide rollout
  • Optional on-site discovery with your engineering leads
Tech stack

A modern, proven foundation

We pick boring, battle-tested tools so your platform stays maintainable five years from now.

PythonTimescaleDBKafkaGrafanaAzure IoTReactKubernetes
FAQ

Common questions

+Can you connect to our PLCs and SCADA?

OPC-UA, MQTT, and vendor-specific adapters — scoped per site during discovery.

+How do you handle OT/IT security?

DMZ architectures, read-only taps where possible, and change control your plant IT approves.

+Do you build operator mobile apps?

Yes — rugged-device-friendly UIs for inspections, Andon, and work-order closure.

+What ROI should we expect?

Clients typically target OEE visibility first, then predictive maintenance — we phase ROI so you fund each step.

Ready to build Manufacturing & Industry 4.0?

Send us a brief — you'll hear back within one business day with next steps.