AI Ready Data Demonstration - Meeting Room Occupancy
Calendar heatmap visualization of meeting room occupancy data from Haltian IoT data for January 2026
Demos
Interactive demonstrations of Haltian IoT platform capabilities — AI-ready data you can explore with any tool
AI-Ready Data, Open Formats
Haltian IoT data is delivered in open, standard formats designed for direct use with modern tools — including AI assistants like ChatGPT, Claude, GitHub Copilot, and automated pipelines.
| Format | Used For | Why It’s AI-Friendly |
|---|---|---|
| Apache Parquet | Historical data (Data API) | Column-oriented, self-describing schema — AI tools read it natively |
| GraphQL | Live queries (Service API) | Typed, introspectable — AI can generate queries from natural language |
| MQTT + JSON | Real-time streams (Stream API) | Structured payloads — easy to parse, filter, and react to programmatically |
No proprietary SDKs or locked ecosystems. Load Parquet files in Python, R, DuckDB, or Power BI. Query GraphQL from any HTTP client. Subscribe to MQTT from any language.
Try it with AI
Each demo below includes AI guidance — prompts and context you can copy into your preferred AI assistant to explore the data further, build visualizations, or generate integration code.
What You Can Do
- Ask questions in natural language — “Show me the busiest meeting rooms last week” → AI generates the Parquet query
- Build dashboards — Feed Parquet data into Power BI, Jupyter, or Observable notebooks
- Create automations — Use MQTT streams to trigger alerts, log events, or feed ML models
- Generate integration code — Describe your target system and let AI write the connector
Interactive Demonstrations
Explore live demonstrations showcasing various aspects of the Haltian IoT platform. Each demo works with real data and includes context for AI-assisted exploration.
Available Demos
- AI Ready Data - Demo 1: Meeting Room Occupancy — Calendar heatmap of meeting room utilization patterns for January 2026
- AI Ready Data - Demo 2: Indoor Environmental Quality — Multi-metric heatmap showing CO₂, TVOC, and temperature patterns from a Thingsee AIR sensor
- Service API Demo — Interactive device search and inspection via the Service API (GraphQL) with live measurements and attachments
- Stream API Demo — Real-time sensor data streaming via MQTT from live Haltian IoT devices
- Parquet Data Demo — Browser-based exploration of Parquet datasets showing building hierarchy, device inventory, and measurement types
AI Ready Data Demonstration - Indoor Environmental Quality
Multi-metric heatmap showing CO₂, TVOC, and temperature patterns from a Thingsee AIR sensor
Service API — Device Explorer
Interactive device explorer using the Haltian IoT Service API — search devices, view measurements, and browse attachments
Stream API — MQTT Live Stream
Real-time sensor data streaming via MQTT from live Haltian IoT devices
Parquet Data Demo
Interactive browser-based exploration of Parquet datasets showing building hierarchy, device inventory, and measurement types