EdgeData AI Platform
Private, on-premise Edge AI for industrial data intelligence
The ConnectedThinks EdgeData AI Platform brings Large Language Models (LLMs) and advanced analytics directly to the industrial edge. It enables engineers, maintenance teams, and operations staff to interact with machine data, documents, and historical records using natural language—without sending data to the cloud or relying on internet-bound services.
Industrial Challenges Addressed
Industries leveraging LLM AI is complex
-
Critical operational data locked inside databases and historians
-
High dependency on specialists for queries and reports
-
Cloud-based AI violates data privacy, IP protection, and regulations
-
Long turnaround times for insights from maintenance and operations data
-
Disconnected sensor, document, and asset information
EdgeData AI platform approach
-
Edge-deployed LLMs with Retrieval-Augmented Generation (RAG)
-
Natural Language access to live and historical industrial data
-
Zero cloud dependency, zero data leakage
-
Designed for regulated and air-gapped environments
Ask questions in plain language. Get answers from your own industrial data—securely.
Core Capabilities, Integration & Scalability
Edge AI & Natural Language
-
Natural Language → SQL query generation
-
Secure execution of queries on industrial databases
-
LLM-based summarization of results
-
Context-aware answers grounded in plant data
Built-in Guardrails Beyond AI
-
On-premise LLM inference—no cloud APIs
-
Retrieval-Augmented Generation (RAG) over: Databases, Maintenance records, Technical documents
-
Deterministic query execution pipelines
-
Guardrails to prevent unsafe or invalid queries
Industrial Integration
-
Native ingestion from industrial protocols: Profinet, EtherCAT, Modbus, MQTT, OPC-UA
-
Storage across multiple supported databases
-
Designed for both real-time and historical analysis
Hardware-Accelerated
-
GPU acceleration with: NVIDIA RTX GPUs, NVIDIA Jetson platforms, Dedicated AI accelerators
-
Optimized CPU/GPU workload distribution. Runs on:x86 and ARM architectures
-
Server-grade systems
-
Industrial PCs and compact edge devices
Analytics & Visualization
-
Built-in visualization and dashboarding framework
-
Custom dashboards for: Operations, Maintenance, Energy and asset health
-
Multi-sensor analytics: Time-domain analysis, Frequency-domain analysis, Feature extraction
-
Automated capabilities: Anomaly detection, Trend monitoring
-
Condition and health indicators
Configuration & Operations
-
Web-based configuration and management portal
-
Rapid camera repositioning and layout changes
-
Easy onboarding of new camera streams
-
Designed for long-term maintainability and upgrades
Industrial Use Cases & Deployments
Platform Benifits
01
✔ Natural Language to SQL
-
Query operational and maintenance databases
-
Receive summarized answers in plain language
02
✔ Document RAG
-
Search and analyze manuals, reports, and logs
03
✔ Engineering Code Generation for advanced data analysis
-
Auto-generate pandas and analytics code
-
Support anomaly detection and correlation analysis
04
✔ Multi-Modal Search
-
Combine photos, sensor data, and QR-based asset context
Want to learn more?
Contact us to schedule a demo, technical scoping or a training session.
Reach out to us today!