Technology
Architecture designed for industrial data.
A practical, secure foundation today — and a clear path to IoT and machine learning tomorrow.
Architecture
Layered platform architecture
Ingestion
Manual entryMVP
CSV importMVP
MQTT / Modbus / OPC UA gatewayPlanned
Processing
Rules-based alert engineMVP
Condition aggregationMVP
ML anomaly detectionPlanned
Application
Assets, work orders, inspectionsMVP
Reports & exportsMVP
Digital twin viewsPlanned
Integration
REST APIPlanned
WebhooksPlanned
ERP / CMMS connectorsPlanned
MVP
Data ingestion
A unified readings model: asset, parameter, value, unit, timestamp and source.
MVP
Manual & CSV inputs
Technician entry forms and validated batch CSV imports for historical data.
MVP
Equipment readings
Vibration, temperature, current, voltage, pressure, hours and battery parameters.
MVP
Condition monitoring
Trend charts with warning and critical thresholds and latest-condition badges.
MVP
Rules-based alert engine
Every new reading is evaluated server-side against active rules; duplicates are suppressed.
Planned
Industrial IoT readiness
Data model designed for future gateway ingestion over MQTT, Modbus TCP and OPC UA.
Planned
AI / ML roadmap
Anomaly detection and remaining-life models — validated with pilot data before release.
MVP
Cloud architecture
Managed cloud database, authentication and edge-deployed application.
MVP
Cybersecurity principles
Tenant isolation enforced in the database, least-privilege access, encrypted transport.
MVP
Role-based access control
Owner, supervisor, technician and read-only viewer roles per organization.
Planned
Reporting & API roadmap
CSV/PDF exports today; public API and webhooks planned.
Shape the platform with us.
We're inviting a small number of Saudi industrial operators to preview the MVP and help define what comes next.