Platform Features
Deep manufacturing intelligence down to the machine and process level, scaled to your entire enterprise.
Everything you need to optimize your manufacturing operations.
Replicate lighthouse-site gains across every plant, without long standardisation projects.
Connect
OT (MQTT, OPC UA) and IT (ERP, MES, QA, SQL) with secure, auto-scaling connectors.

Map
Auto-structure signals and metadata into a common model for your production network, mapping signal-streams, assets and clusters.

Fuse
Translate and join OT data streams with Enterprise IT data into a Unified Context Graph (assets · processes · materials).

Observe
Time-series explorer, process flow views, bottleneck & root-cause insights.

Serve
Feed apps, analytics, and AI with clean, contextual data; scale across plants reliably.

OT (MQTT, OPC UA) and IT (ERP, MES, QA, SQL) with secure, auto-scaling connectors.
Auto-structure signals and metadata into a common model for your production network, mapping signal-streams, assets and clusters.
Translate and join OT data streams with Enterprise IT data into a Unified Context Graph (assets · processes · materials).
Time-series explorer, process flow views, bottleneck & root-cause insights.
Feed apps, analytics, and AI with clean, contextual data; scale across plants reliably.

Applications (on one foundation)
Build, integrate, and scale manufacturing applications on a unified data foundation.
Transparency & reporting
Network-wide KPIs, OEE/OTD, compliance reporting
Same logic, every plant. Standardized reporting across your entire manufacturing network with consistent metrics and compliance tracking.

Exploration & analytics
Self-serve analysis across lines, shifts, SKUs
Ask better questions, faster. Empower your team with tools to explore production data without waiting for IT support.

Custom applications
Build targeted apps on top of the context graph
Quality, maintenance, scheduling applications built on a unified data foundation that understands your manufacturing context.

Bring Your Own (enablement)
Your data science, your notebooks, your LLMs
We serve trusted context. Plug in your existing tools and AI models with clean, contextualized manufacturing data.

Network-wide KPIs, OEE/OTD, compliance reporting
Same logic, every plant. Standardized reporting across your entire manufacturing network with consistent metrics and compliance tracking.
Self-serve analysis across lines, shifts, SKUs
Ask better questions, faster. Empower your team with tools to explore production data without waiting for IT support.
Build targeted apps on top of the context graph
Quality, maintenance, scheduling applications built on a unified data foundation that understands your manufacturing context.
Your data science, your notebooks, your LLMs
We serve trusted context. Plug in your existing tools and AI models with clean, contextualized manufacturing data.

Ready to see it in action?
Schedule a personalized demo and discover how our platform can transform your manufacturing operations.