What is HEAVY.AI?
HEAVY.AI offers a GPU-accelerated database and analytics platform designed for instant analysis of massive datasets. It enables users to query billions of records with unparalleled speed, fusing data from multiple sources and accelerating location analytics with lightning-fast geospatial SQL.
The platform features dynamic, interactive visualizations without downsampling and a native, GPU-accelerated rendering engine. Furthermore, HEAVY.AI incorporates a custom-trained Large Language Model (LLM) for conversational analytics and built-in, GPU-accelerated ML models for predictive analytics directly from SQL.
Features
- HeavyDB: Query massive datasets hundreds of times faster than other systems with SQL queries running in parallel on GPU and CPU.
- HeavyImmerse: Visualize huge geospatial datasets interactively with native, GPU-accelerated rendering engine.
- HeavyIQ: Custom-trained Large Language Model (LLM) provides cutting-edge Text-to-SQL-to-Visualization, securely operating behind your firewall.
- Geospatial Analytics: Accelerate location analytics with lightning-fast geospatial SQL, including GPU-accelerated spatial joins.
- Data Science: Built-in GPU-accelerated ML models enable the power of predictive analytics directly from SQL.
Use Cases
- Analyzing ship traffic patterns in US coastal waters.
- Querying billions of flight records for comprehensive analysis.
- Visualizing and analyzing large geospatial datasets.
- Predictive analytics using built-in ML models.
- Data clean-up, classification and sentiment analysis using LLM.
