The Solaria Data Engine™ is a unified, on-prem AI platform that connects every source of operational data, sensors, PLCs, cameras, APIs, files, or entire systems, and turns them into live insight.
It collects, cleans, and structures massive data streams in real time, powering dashboards, alerts, and a natural-language interface that lets you simply ask your data a question and get the answer instantly.
| Layer | Function | Technology |
|---|---|---|
| Ingestion | Connects to any data source: industrial PLCs, IoT sensors, databases, APIs, CSVs, or legacy systems. | Modular Go-based microservices with adapters for Modbus TCP, MQTT, HTTP, and file imports. |
| Processing & Storage | Streams and stores high-volume, mixed-type data for analytics. | NATS / Kafka + PostgreSQL with TimescaleDB or ClickHouse. |
| Analytics & Visualization | Real-time dashboards and KPIs by role: operators, managers, engineers, executives. | React frontend + Chart.js/ECharts + RBAC access control. |
| Natural Language Interface (NLI) | Translates plain-English questions into safe, read-only SQL queries and summarizes results. | Go service + Solarium LLM (Ollama/OpenUI on-prem). |
| Security & Autonomy | Complete control, no cloud dependency. | On-prem deployment on Solarium hardware; encryption in flight and at rest. |
Connect to industrial PLCs, IoT sensors, databases, REST APIs, file systems, or legacy protocols. If it generates data, we can ingest it.
Stream processing architecture handles massive data volumes with sub-second latency. See what’s happening now, not what happened hours ago.
Custom views for operators, managers, engineers, and executives. Everyone sees exactly what they need, nothing they don’t.
Ask questions in plain English: “What was our average throughput yesterday?” The AI translates your question into secure SQL and returns actionable answers.
100% on-premises deployment. Your data never leaves your network. No cloud subscriptions, no external dependencies, no data exposure.
Start with a single data source and scale to hundreds. Add new connectors, expand storage, and grow processing power as your needs evolve.
Eliminate recurring cloud analytics subscriptions and per-seat licensing fees
Make decisions based on live data, not yesterday’s reports
Identify bottlenecks, predict failures, optimize workflows automatically
Meet data sovereignty, HIPAA, and industry-specific requirements effortlessly
Modular architecture adapts to new data sources and evolving business needs
Non-technical staff can query complex data using natural language
Monitor machine performance, predict maintenance needs, track quality metrics, and optimize production schedules in real time across your entire facility.
Track shipments, monitor warehouse conditions, analyze delivery performance, and identify bottlenecks across your entire supply chain.
Integrate HVAC, lighting, security, and energy systems into unified dashboards. Reduce costs while improving occupant comfort and safety.
Monitor power usage, temperature, humidity, and equipment health. Get alerts before problems become outages. Optimize cooling and capacity planning.
Track consumption patterns, identify anomalies, predict demand, and optimize distribution across your grid or facility network.
Connect POS systems, inventory sensors, foot traffic cameras, and environmental monitors for comprehensive operational intelligence.
The Solaria Data Engine works with your existing infrastructure:
✅ Industrial PLCs (Modbus TCP, OPC-UA, Ethernet/IP)
✅ IoT Sensors (MQTT, CoAP, HTTP)
✅ Databases (PostgreSQL, MySQL, SQL Server, Oracle)
✅ APIs & Webhooks (REST, GraphQL, WebSockets)
✅ File Systems (CSV, Excel, JSON, XML)
✅ Legacy Systems (Custom adapters available)
Plus, it integrates directly with Solarium AI Servers and Solaria Robotics platforms for a complete intelligent automation ecosystem.
Transform raw data into actionable intelligence with the Solaria Data Engine.
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