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Solution architecture and systems integration

Design of technical architectures for complex industrial environments.

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Our approach

What we actually do

Design of technical architectures for complex industrial environments: ERP/MES/SCADA integration, unified data platforms, OT/IT governance, industrial network security.

Our approach combines multi-vendor technical expertise and understanding of operational constraints in a regulated site.

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Our expertise

  • ISA-95 level 3 and 4 integration architecture (MES, ERP, supply chain)
  • Hybrid cloud / on-premise data platforms (Azure, AWS)
  • REST, GraphQL APIs and event-driven messaging (MQTT, Kafka)
  • Industrial OT connectivity via secure OPC UA
  • Data governance in regulated environment (GxP, traceability, audit trail)
  • OT network security (segmentation, hardening, monitoring) per IEC 62443
  • ISA-88 / IEC 61512 batch architecture and parameterizable recipes
  • Continuity and incident recovery plans
  • Architecture of custom business tools integrated with the ERP/MES/SCADA ecosystem, with deliberate no-code / custom / SaaS choices based on constraints

Use cases and references

Founder’s experience
Integrated production / quality / supply chain digital platform
Multi-year program for a major pharmaceutical player in the Basel area. Design and deployment of a platform unifying production PLC/SCADA flows, quality LIMS, maintenance CMMS and supply chain ERP. Hybrid cloud architecture on Azure with microservices, real-time ingestion via MQTT and OPC UA, Power BI for business stakeholders and Python notebooks for data science teams.

Technologies used:

Microsoft AzureMicroservicesMQTTOPC UAPower BIPython data scienceGxP
View reference
Illustrative scenario
ERP-MES-SCADA integration architecture
Illustrative ERP, MES and SCADA integration to synchronise production data and material traceability. The study would compare REST, MQTT, OPC UA and Azure Integration Services interfaces against IT policy and OT network security constraints.

Proposed technologies:

Azure Integration ServicesREST APIsMQTTOPC UA

Frequently asked questions

What is the relationship between ISA-88 and IEC 61512?

Both references belong to the same batch-control standards family. ISA-88 names the series developed through ISA and IEC 61512 its international publication. In a specification, we identify the applicable part, edition and year because catalogue editions may differ.

What does an ERP/MES/SCADA integration architecture actually involve?

It is the design of the layer that makes your systems talk to each other: synchronization between ERP, MES and SCADA so that production orders flow down correctly and production feedback, such as material traceability, flows back up without manual re-entry. We define the data flows, the protocols (OPC UA, MQTT, REST APIs) and the technical choices aligned with your corporate IT policy and OT network security constraints.

What is the difference between architecture solutions and your Data/AI or custom tools services?

Architecture solutions designs the technical integration layer: how your ERP, MES, SCADA systems and data platforms connect and exchange data. Industrial Data and AI then applies analytics, machine learning or chatbots on the data flowing through that architecture, for predictive maintenance for example. Custom tools builds the actual tool used day to day, such as a portal or an AI agent, when a need does not justify an ERP/MES program or heavy development. The three services often combine on the same program, but architecture solutions lays the foundation the other two build on.

What is ISA-95 and do we really need to comply with it?

ISA-95 is the standard that structures vertical integration between production (SCADA, levels 0 to 2), MES (level 3) and ERP (level 4). We use it as a reference framework to specify data exchanges between these layers at level 3 and 4. On a regulated site, a clean ISA-95 integration simplifies audits and limits costly custom development that later needs validating.

Do you work with cloud, on-premise or hybrid setups?

All three, depending on your context. We design hybrid cloud and on-premise data platforms on Azure or AWS, as on a multi-year program for a pharmaceutical player where the hybrid Azure cloud architecture combines microservices, real-time ingestion via MQTT and OPC UA, and Power BI reporting. The choice depends on your confidentiality constraints, your corporate IT policy and what needs to stay close to production.

How do you handle OT/IT security within an integration architecture?

OT network security is part of the design, not a step bolted on afterward: segmentation, hardening and monitoring per IEC 62443, OT connectivity via secure OPC UA. We factor in OT network security constraints from the choice of protocols and data flows between ERP, MES and SCADA onward, in line with the site's corporate IT policy.

Do you work on pharmaceutical or GMP sites with regulatory constraints?

Yes, that is a large part of our practice. We designed and deployed a platform unifying production, quality and supply chain for a major pharmaceutical player in the Basel area, with GxP-compatible data governance, traceability and audit trail. The architecture accounts for the validation and traceability constraints of a regulated site from the design stage, not as a correction afterward.

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