Industrial Data Foundation

Run Digital Factories With Confidence

Make Industrial AI Work – With a Governed Data Layer at Scale

Cybus Connectware turns fragmented machine data into a unified foundation – so you can deploy use cases faster, run them reliably across sites and prove measurable impact.

Less downtime

9%

Cloud cost savings

23%

Scrap reduction

13%

Energy savings

17%

Trusted by Leaders in Manufacturing – proven impact, measurable results

Is Cybus Connectware a fit for you?

Built for complex factories that need simplicity, standardization and scale

  • Run multiple plants with machines from different vendors
  • Need governed, reliable real-time data for MES, AI, analytics or energy tools
  • Require strong security, segmentation and auditability
  • Ready to move from pilot projects to enterprise-wide programs

If complexity holds you back, Cybus Connectware moves you forward. While Cybus Connectware is not an AI application – it is the governed data layer that makes Industrial AI possible.

One solution with clear value across the entire enterprise

Every department and team gains clarity, control and outcomes they can trust

IT takes control, operations accelerates onboarding, business validates outcomes faster and leadership scales with confidence.

Scaling use cases across sites takes longer than it should

Inconsistent data and local integrations slow you down and drive up costs

Legacy setups trap use cases at one site. Without a Unified Namespace (UNS) to standardize and govern your data, every rollout becomes a new project.
The longer you wait for a unified layer, the more every use case costs to scale.

Legacy Systems

Rigid stacks. Slow to scale.
Legacy automation and pyramid setups lock you into static structures and old protocols. Each change demands custom work and testing – slowing every rollout.

Disconnected IT & OT

No shared model. No speed.
Without a shared data model and aligned teams, deploying use cases becomes difficult. Duplicate logic and siloed setups make every rollout slow and error-prone.

Inconsistent Data

Same use case. Different data.
Missing context and vendor-specific schemas make data hard to trust and reuse. Inconsistent naming blocks cross-site scale – at every site.

Weeks lost per rollout

No UNS, no reuse.
Without a UNS aligned to ISA-95, structures stay local and inconsistent. Mapping and retesting repeat at every site – weeks lost before value is realized.

Stuck pilots, no multi-site

No reuse, no scale.
Without reusable patterns, one-off integrations stall at the first site. Local logic and hardcoded paths trap pilots – stopping rollouts beyond the first site.

Security gaps, added friction

No governance, more risk.
No consistent access control, encryption or versioning mean slow audits and weak accountability. Vulnerabilities multiply across sites.

One structured, reusable data foundation that’s built to scale

Cybus Connectware turns fragmented machine data into a unified layer for every use case

With semantics, templates and governance by design, Cybus Connectware delivers scalable rollouts, flexible deployments and secure ops across every site.

This architecture shows how Cybus Connectware operates as the Industrial Data Management between OT and IT – and how it fits into your existing factory set-up.
It standardizes data from PLCs and machines to MES, ERP, data lakes and AI, with configuration managed centrally via Git and rolled out on Kubernetes.

Four steps to scaling factory data fast and reliable

From one connection to enterprise scale – standardize, automate and scale

Start small, scale fast. From one machine to multiple sites, Cybus Connectware keeps the structure, logic and governance consistent at every step.

Connectstructured connectivity by design

YAML-based Service Commissioning Files create clean machine data and Unified Namespaces (UNS) – a structure like no other.

Automate onboardingno more repetitive work

Reusable templates eliminate one-off setups and manual config for every new asset – without having to start over from scratch.

Use your dataapplication ready from day zero

Expose governed, trusted data to MES, analytics and energy platforms – and use them throughout your deployments.

Scale across sites – multi-site rollouts without any risk

Deploy securely and repeatably with GitOps-style CI/CD and Kubernetes – while minimizing any risk.

From YAML to real-time – 30-second demo of how UNS (ISA-95) works inside Cybus Connectware.

Ready to scale your factory data with confidence?

Let’s map your use cases and your fastest path to scale. From one pilot to full roll-out.

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