Systems integration
Articles on interfaces, protocols and engineering practices that make technical systems exchange information reliably.
-
Brick: The Semantic Interface
Turn a Brick graph into a governed semantic interface using SPARQL discovery, external data references, SHACL validation, versioning, provenance and acceptance tests.
-
Brick: From Tags to Meaning
Learn how Brick turns building-system tags into machine-readable entities, classes and relationships, and why it complements IEC 81346.
-
Seven Machines, Seven OPC UA Dialects: Why Complex Operations Need a Two-Tier UNS
A durable two-tier UNS needs machine interface data contracts, a canonical operational namespace, curated enterprise information and explicit ownership.
-
Multidisciplinary Digitalisation: From Silos to Collaboration
Multidisciplinary digitalisation succeeds when business, OT and IT make shared decisions and the owner side takes responsibility for interfaces.
-
Weihenstephan Standards: The Common Language for Food and Beverage Producers
Weihenstephan Standards give food producers a shared machine language when states, counters, semantics, data quality and acceptance tests are specified.
-
Why Standardisation Is Critical for Digitalisation, Integration and Automation
Standardisation turns shared identities, information rules and verifiable interfaces into long-term digital freedom of action.
-
Digitalisation, Integration and Automation in Practice
Digitalisation orders information, integration creates context and automation lets logic act. The sequence determines the outcome.
-
MQTT: From Edge Functionality to Central Service
MQTT becomes strategic when scalability, identity, data contracts and operational ownership are designed as shared infrastructure.