Software that gets data off equipment reliably and puts it where decisions are made.
We build the gateway, edge and cloud software that collects sensor and machine data, processes it close to the source when needed, and delivers clean, timestamped data to dashboards, alerts and models.
- Device and protocol integration
- Edge gateway software
- Ingestion and storage pipeline
- Fleet management
- Monitoring and alerting
Where this helps
What we deliver
How it works
- 01
Site and signal survey
We list the equipment, controllers, protocols and network constraints, and agree which signals answer which business question.
- 02
Architecture
What runs on the device, the gateway and the cloud is decided against latency, bandwidth, connectivity and security needs.
- 03
Pilot on real equipment
We connect a representative set of assets and run long enough to see outages, drift and real data quality.
- 04
Harden and roll out
Provisioning, updates, security and monitoring are completed before the rollout expands site by site.
Design decisions we make with you
Edge or cloud processing
Processing at the edge reduces latency and bandwidth and keeps working offline; the cloud is simpler to update and scale. Most systems use both.
Security of devices and networks
Each device gets its own identity and certificates, traffic is encrypted, and operational networks stay segmented from office IT.
Data model and time
Consistent asset naming, units and synchronized timestamps are set early, because every later analysis depends on them.
Retrofit versus new sensors
Existing controllers often hold enough data to start. We add sensors only where a needed signal is missing.
Applications
Related capabilities
- Data EngineeringData architecture, pipelines, quality and access that make your data usable for reporting, operations and AI.
- Machine Learning & Predictive AnalyticsForecasting, classification, anomaly detection and recommendation models trained on your data and evaluated against the decisions they support.
- Cloud & DevOpsCloud architecture, infrastructure as code, deployment pipelines, reliability practices and cost visibility.
- Computer VisionImage and video models for inspection, counting, monitoring and visual document work, built for the conditions they will run in.
Questions buyers ask
Usually. Many controllers already expose data over standard industrial protocols. Where they do not, a retrofit sensor or a gateway reading an existing interface is often enough. We confirm this in the site survey.
Gateways buffer data locally and send it when the connection returns, with original timestamps preserved, so outages create delays rather than gaps.
Discuss this capability with an engineer.
Tell us about the workflow or product. We reply with questions, a suggested first step and who would work on it.