Enterprise-grade industrial data platform built for hybrid environments with AI-first design and security at every layer
From data connectivity to strategic independence
scadanerve
OPC UA/Modbus/MQTT - historian - agents
swapp core
Auth, workspaces, saved views, extensions, API gateway
Designed for enterprise environments with on-premises OT systems and cloud capabilities
Core principles that keep the platform maintainable and scalable
piwebapi is a product, not a script. All integrations go through well-defined, versioned APIs with documentation and SLAs.
swapp.* modules are plug-ins with shared auth, navigation, and data APIs. New modules can be added without platform changes.
pipolars becomes the "analysis truth" - handling units, resampling, quality flags, and timezone normalization consistently.
AI can recommend; write-actions are gated and auditable. All data access is logged with full lineage tracking.
PI is supported and improved; Scadanerve proves independence gradually. Both paths coexist during transition.
How data moves from sensors to insights
OPC UA, Modbus, MQTT
PI Server / Scadanerve
Governed REST APIs
Analysis SDK
User Workbench
Actions & Reports
Enterprise-grade security controls at every layer
Complete visibility into platform health and performance
Structured logging with correlation IDs across all services
SLIs for latency, error rate, throughput, and data freshness
Distributed tracing from user request to data source and back
Explore our modules or get in touch to discuss your architecture requirements