Cloud & IoT Data Collection Solutions
Transfer your industrial sensor data to AWS cloud infrastructure, perform real-time analytics and develop predictive maintenance and automation solutions with Generative AI. Our ZMA and GDT products are fully integrated with AWS IoT Core, Lambda, Timestream and Bedrock.
AWS Platform
Fully Integrated
IoT Core, Lambda, Timestream
Artificial Intelligence
Bedrock & Ollama
Generative AI and ML models
Real-Time
< 100ms
Low latency data streaming
All Features
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Cloud Connection with AWS IoT Core
Connect your ZMA and GDT products to cloud via AWS IoT Core. Millisecond latency data transfer over MQTT, state synchronization with device shadow and certificate-based security.
MQTT Publish/Subscribe
Low bandwidth, high reliability. QoS 0, 1, 2 support
X.509 Certificate Auth
Unique certificate per device, TLS 1.2/1.3 encryption
Unlimited Scaling
Auto-scaling from 1 device to millions of devices
Time-Series Analysis with AWS Timestream
Store and query your IoT sensor data in a specially optimized time-series database. Fast aggregation, downsampling and anomaly detection on billions of records.
High-Performance Queries
Millisecond response time on trillion records, built-in time-series functions
Automatic Data Lifecycle
Automatic transition from hot to cold storage, cost optimization
SQL Query Support
Aggregate, window functions, interpolation with standard SQL
Generative AI with AWS Bedrock
Extract automatic insights from sensor data using foundation models like Claude 3, Llama 3, Mistral. Natural language data querying, automatic report generation and anomaly explanation.
Foundation Model Selection
Choose from models like Claude 3, Llama 3, Mistral, Command-R+
Prompt Engineering
Develop domain-specific AI applications with custom prompts
RAG (Retrieval Augmented Generation)
Enhance AI model with your own documentation
Edge AI with Ollama
Run AI inference locally without cloud dependency. Run open-source models like Llama 3, Mistral, Phi on your own server with Ollama. Low latency, data privacy.
Self-Hosted AI
AI models on your server, no internet connection required
Low Latency
< 50ms response time with edge inference
Data Privacy
Sensitive data stays on premise, GDPR compliant
Workflow Automation with n8n
Visually design complex workflows with no-code/low-code workflow automation tool. 400+ integrations like automatic ticket creation, email sending, Slack notification when sensor alarm triggers.
Visual Workflow Design
Drag-drop workflows, if-else, loops, error handling
400+ Integrations
AWS, Google, Slack, Teams, Jira, GitHub, webhooks
Custom JavaScript Code
Custom JavaScript/Python code injection when needed
Grafana and QuickSight Dashboards
Visualize real-time and historical data. Open-source dashboards with Grafana or serverless BI with AWS QuickSight. Custom panels, alarm widgets, trend charts.
Real-time Dashboards
Live updating metrics, gauges, charts
Multi-Tenant Access
User-based authorization, department dashboards
Mobile Compatible
Responsive design, smooth display on tablets and phones
More Information About This Solution?
Our technical team is ready to provide custom integration solutions for you