Industrial Interfaces
Operator screens, equipment dashboards, monitoring views, portals, and reporting layers around real machines.
DashboardsTelemetryPortals
SYSNOVA
Mission
Modern software for machines, operators, datasets, and decision loops.
Featured capability
New signal The face of your industrial data.
We give raw machine data a clear operating surface for the people who need to act on it.
System map
Equipment Machine / Sensor
Edge Gateway
Data Streams + Store
Face Operator UI
UI Industrial interfaces
IoT Connected systems
Build Bespoke systems
ML Model pipelines
Custom IoT Software
Device communication, sensor ingestion, edge gateways, APIs, alerts, and cloud-connected tooling.
SensorsGatewaysProtocol bridges
Machine Learning Pipelines
Dataset design, annotation operations, training, evaluation, deployment, monitoring, and retraining.
AnnotationTrainingEvaluation
Custom Implementation
Bespoke software systems for workflows, integrations, internal tools, and product ideas that do not fit off-the-shelf platforms.
Internal toolsWorkflow systemsIntegrations
Operating model
One build path from signal to product.
We define the system boundary, connect the data path, build the application layer, and keep the result understandable for operators and engineers.
Data path
Equipment Machine / Sensor
Edge Gateway
Data Streams + Store
Face Operator UI
Factory Telemetry Console
Live equipment state, shift-level metrics, and alert review for production teams.
12 Data feeds
RT Refresh
Ops Users
->Sensor Gateway Platform
Edge service that normalizes device data and forwards clean events to cloud APIs.
Edge Runtime
MQTT Protocol
API Output
->Inspection Model Pipeline
Annotation, model training, validation, and review tooling for visual defect detection.
CV Model
QA Labels
Drift Watch
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