Acquisition
Sensors, buses, timestamps, calibration, quality and frequency.
Edge-to-cloud integration
Data must arrive useful, understandable and operable.
We design or integrate the complete chain between assets and applications. When decisions are still open, we evaluate hardware, gateways, protocols and cloud services together; the result is a system that can be configured, diagnosed and updated.
Field commissioning
The flow is accepted where it must operate.
Installation, local diagnostics and cloud telemetry are observed in the same context, including latency, network loss and data recovery.
- 01Asset
- 02Edge
- 03Cloud
DATA PATH / 01—06
From signal to operations, with no gaps in ownership.
We follow timestamps, quality, identity and data state across six stages. Every interface has a contract and verifiable behaviour.
Edge
Normalisation, local rules, buffering, compression and store-and-forward.
Transport
MQTT/HTTPS, TLS, topics and payloads, QoS, retries and session handling.
Ingestion
Device registry, authentication, routing, validation and quarantine.
Data & APIs
Hot/cold storage, aggregation, events, APIs and integration.
Operations
Dashboards, alerts, commands, configuration, OTA and observability.
CONNECTIVITY STATES
We design for the moments when the network is not there.
Nominal connectivity is only one system state. Buffers, local rules, synchronisation and recovery are designed before field acceptance.
01 / ONLINE
Connected
Continuous delivery, acknowledgements, latency metrics and device state.
02 / DEGRADED
Intermittent
Backoff retries, deduplication, priorities and store-and-forward.
03 / OFFLINE
Disconnected
Local rules, sized buffers, reliable timestamps and diagnostics.
04 / RECOVERY
Recovery
Ordered replay, reconciliation, quality checks and return to nominal flow.
DELIVERABLES
Typical technical outputs
We document what is required to implement, accept and operate the flow over time.
- 01Context and deployment diagrams
- 02Protocol and interface matrix
- 03Versioned data contracts
- 04Threat model and identity
- 05Offline strategy and failure modes
- 06Provisioning and OTA plan
- 07Dashboards and alert flows
- 08End-to-end test plan and runbooks
Projects
The flow is measured in its operating context.
The Projects section collects systems and applications where acquisition, networks, cloud and dashboards must operate as one chain.
Explore projects and applicationsA flow to design or integrate?
Connect assets, edge and cloud through to operational acceptance.
We define protocols, offline behaviour, identity, observability and interfaces around the system’s actual requirements.