Manufacturing

Connect factory, operations and enterprise data without weakening safety boundaries.

We integrate OT, manufacturing operations, industrial data, edge AI and enterprise systems so quality, maintenance, energy and production decisions share reliable evidence.

What we bring

Capabilities built for operating reality.

Technology, methods and governance are designed as one system with clear ownership, evidence and feedback.

OT and IT integration

ISA-95 layers, OPC UA, gateways and secure zones connect control, operations and enterprise systems deliberately.

Industrial data foundation

Historian, MES, QMS, maintenance and sensor data gain shared asset context, time quality and lineage.

Edge AI and predictive operations

Local inference, condition monitoring and predictive maintenance respect latency, connectivity and safety constraints.

Digital twin architecture

Asset, process and system twins connect geometry, state, simulation and operational evidence around a defined purpose.

Our solution architecture

Technology depth, shown in operating context.

Each visual is paired with the part of the solution it supports, connecting production technology, system boundaries, controls and operating evidence.

Manufacturing operations and industrial systems
Manufacturing operations and industrial systems

OT and IT integration

ISA-95 boundaries, OPC UA, MQTT and governed edge gateways connect controls, operations and enterprise systems.

Industrial data foundation

Assets, time series, recipes, batches, genealogy, quality and maintenance data share consistent context.

Connected production environment
Connected production environment

Digital twin architecture

Product, asset and process models combine current state, history, simulation and engineering constraints.

Strategic foresight for industrial operations
Strategic foresight for industrial operations

Edge AI and control

Low-latency inspection, anomaly and maintenance models operate with bounded authority, fallback and update controls.

Production coordination and control
Production coordination and control

Quality and traceability

SPC, genealogy, deviations, root cause and corrective action connect production evidence to quality decisions.

Industrial security and resilience

Network zones, asset inventory, secure remote access, safety boundaries and recovery protect operations.

Reference architecture

A connected production flow.

The architecture makes responsibilities, interfaces, decision points and operating evidence visible from source to outcome.

Control

PLC, SCADA, sensors, machines and safety systems.

Edge

Gateway, protocol mediation, local processing and isolation.

Operate

MES, historian, QMS, maintenance and industrial data.

Optimize

Analytics, AI, simulation and digital twins.

Integrate

ERP, planning, supply, service and governance.

Standards and governance

Methods anchored in durable frameworks.

Standards are applied according to scope, system layer and jurisdiction. They inform architecture and controls without being presented as certification claims.

ISA-95 / IEC 62264 and OPC UA

Enterprise-control integration and interoperable industrial information models structure OT/IT connectivity.

IEC 62443

Zones, conduits, secure development and operating controls shape industrial cybersecurity.

ISO 23247, MQTT and ISO 9001

Digital twin, messaging and quality disciplines support traceable industrial improvement.

Evidence of value

Measure the system, not one model score.

Evaluation combines business outcome, system quality, operating reliability and governance evidence.

Production

OEE, yield, throughput, scrap, downtime and energy.

Model quality

Detection, false accept/reject, lead time, drift and maintenance value.

Safety and security

Boundary violations, patch exposure, recovery, time quality and incident evidence.

Map the data flow across your OT and IT estate.