Digital Control System (DCS) Platforms
PID and model predictive control with five-nines controller availability
- PID
- MPC
- Profibus
- EtherCAT
- ISA-18.2
- ISA-88
Industry
Manufacturing & Industrial Production
Shop floor to enterprise: inventory, production, quality, control systems, and the cost of a batch.
A plant already generates more data than anyone reads. The problem is that it lives in the controller, the stores ledger, the muster roll, and the quality register, and none of them agree. We connect the control layer to the enterprise layer, put material and labour against the same work order, and use vision and anomaly detection where a human inspector cannot keep pace with the line.
What we see
- Batch cost known weeks after the batch shipped, and never at the line
- Machine data trapped in controllers that the enterprise systems cannot read
- Quality problems detected downstream, when the material is already committed
- Maintenance that is either premature or, more expensively, too late
What we bring
Industrial IoT & Edge Computing
Sensors to insight, with the inference running where the machine is
- MQTT Sparkplug
- OPC UA
- LoRaWAN
- Edge inference
- OTA updates
- Digital twin
Predictive Maintenance & Asset Performance
Finding the failure while it is still a maintenance window
- Condition monitoring
- ISO 10816
- Remaining useful life
- FMEA
- CMMS integration
Computer Vision & Visual Inspection
Defect detection, site monitoring, and document capture at line rate
- ONNX
- TensorRT
- GigE Vision
- Edge inference
- Active learning
- YOLO
Custom Software Development
Systems built for one business, and built to be maintained
- Domain-driven design
- Event sourcing
- CQRS
- gRPC and REST
- CI/CD
- Test automation
Data Platforms & Lakehouse Engineering
Lakehouse storage with schema evolution that does not break readers
- Apache Iceberg
- Delta Lake
- Spark
- dbt
- Parquet
- CDC
Products for manufacturing
How we help
What we bring to manufacturing.
The systems this industry draws on, layer by layer.
01
DCS Platforms
High-speed, distributed process automation for continuous industrial production.
What we build03
Predictive Maintenance
Condition monitoring and failure prediction on rotating and static assets.
What we build05
Custom Software Development
End-to-end delivery of bespoke business systems: discovery and domain modelling, architecture, implementation, test automation, deployment, and support.
What we buildBring us the whole problem.
Tell us where the work is stuck, whether that is a model that never reached production, an application nobody can change, a data platform nobody trusts, or a plant the business cannot see. An engineer replies with a first read, not a sales deck.