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
Industry
Automotive & Mobility
Connected vehicle data, dealer and service systems, and manufacturing quality.
Automotive spans a plant, a dealer network, and a fleet of connected vehicles, each generating data the others could use. We build the connected-vehicle ingestion and analytics layer, the dealer management and service systems around it, and the vision and control systems inside the plant that make the product in the first place.
What we see
- Connected vehicle telemetry arriving at a volume nobody has a platform for
- Dealer, service, and warranty systems that cannot see the same vehicle history
- Quality escapes found at final inspection rather than at the station that caused them
- Aftersales demand and parts planning driven by history rather than by condition
What we bring
Real-Time & Streaming Analytics
Sub-second freshness where a stale number is a wrong decision
- Kafka
- Flink
- Pulsar
- ClickHouse
- Exactly-once
- Event time
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
Predictive Maintenance & Asset Performance
Finding the failure while it is still a maintenance window
- Condition monitoring
- ISO 10816
- Remaining useful life
- FMEA
- CMMS integration
Data Platforms & Lakehouse Engineering
Lakehouse storage with schema evolution that does not break readers
- Apache Iceberg
- Delta Lake
- Spark
- dbt
- Parquet
- CDC
Products for automotive
How we help
What we bring to automotive.
The systems this industry draws on, layer by layer.
02
Streaming Analytics
Streaming architectures for the decisions that cannot wait for tonight's batch.
What we build04
Custom Software Development
End-to-end delivery of bespoke business systems: discovery and domain modelling, architecture, implementation, test automation, deployment, and support.
What we build05
Predictive Maintenance
Condition monitoring and failure prediction on rotating and static assets.
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.