CORE PLATFORM
System Integration
Bridging AI outputs to real factory control.
Modern AI is only as valuable as its integration into the operational systems it's meant to improve. System Integration is our discipline of connecting ML models, computer vision pipelines, and IoT telemetry into MES, ERP, SCADA, and PLC infrastructure - turning insights into closed-loop action.
Without robust integration, even the most accurate AI model remains a science experiment. We bridge the gap between prediction and production, ensuring that every model output triggers the right downstream process - whether that's a quality hold in SAP, a PLC recipe change on the line, or a real-time dashboard update for the shift lead.
Our integration architecture is protocol-agnostic, event-driven, and built for the realities of brownfield industrial environments where decades-old equipment must coexist with modern cloud services.
Capabilities
MES Integration
Direct bridging to Siemens Opcenter, SAP ME, Rockwell FactoryTalk - feeding AI-driven decisions straight into production execution.
ERP Connectors
SAP S/4HANA, Oracle, Microsoft Dynamics 365 - seamless data flow between AI insights and enterprise resource planning.
PLC & SCADA Connectivity
Siemens S7, Rockwell ControlLogix, Beckhoff TwinCAT - real-time communication with plant-floor control systems.
OPC UA / MQTT Bridging
Protocol conversion for legacy and modern systems - unifying disparate communication standards into a single data backbone.
REST & GraphQL APIs
Exposing AI outputs to downstream systems via clean, documented, versioned API interfaces.
Event-Driven Architectures
Kafka, RabbitMQ, Azure Event Hub pipelines - reactive systems that respond to events in real time.
Technical Stack
Common questions
Which MES, ERP and control systems does Tavlo integrate with?
MES platforms such as Siemens Opcenter, SAP ME and Rockwell FactoryTalk; ERP systems including SAP S/4HANA, Oracle and Microsoft Dynamics 365; and plant-floor control via Siemens S7, Rockwell ControlLogix and Beckhoff TwinCAT.
Why does an AI project need system integration at all?
Because without it, even the most accurate model remains a science experiment. Every model output has to trigger the right downstream process - a quality hold in SAP, a PLC recipe change on the line, or a real-time dashboard update for the shift lead. We bridge the gap between prediction and production.
How does Tavlo unify old and new communication protocols?
Through protocol conversion and bridging: OPC UA and MQTT as the unifying backbone, clean REST and GraphQL APIs for downstream consumers, and event-driven pipelines on Kafka, RabbitMQ or Azure Event Hub for systems that must react in real time.
Our plant mixes decades-old equipment with cloud services - is that a problem?
No - it is our normal operating environment. Our integration architecture is protocol-agnostic, event-driven and built for brownfield industrial environments where legacy equipment must coexist with modern cloud services.
How do we start a project with Tavlo?
Write to contact@tavlo.tech and describe the process or line you want to improve. We respond within two business days and typically start with a 30-minute call. There is no public price list - engagements begin with a conversation, and implementation details are shared under NDA.
Your next intelligent system starts here.
Whether you're in DACH or beyond, we're ready to deliver.