What is HEAVY.AI?
HEAVY.AI is an advanced analytics platform designed to unlock hidden opportunities and risks within massive location and time-series datasets. It empowers businesses and government organizations to gain instant insights, enabling time-sensitive, high-impact decisions by providing a comprehensive view of what, when, and where.
Key Features
HEAVY.AI leverages the power of GPU acceleration and an integrated platform to deliver unprecedented speed and interactivity on vast datasets.
⚡️ Instant Querying on Massive Scale: Query billions of records in milliseconds. The platform utilizes the massive parallelism of modern GPUs and CPUs to run SQL queries hundreds of times faster than traditional systems, allowing you to fuse data from multiple sources and get answers quickly. For example, you can query 10 billion rows in under 100ms, achieving speeds up to 50x faster than other systems like Snowflake on specific benchmarks.
🗺️ Lightning-Fast Geospatial Analytics: Accelerate location intelligence with native, GPU-accelerated geospatial SQL, including high-performance spatial joins. The platform supports native OGC (Open Geospatial Consortium) data types, enabling efficient storage and querying of spatial data at scale.
📊 Dynamic Interactive Visualizations: Instantly cross-filter billions of observations without downsampling. The native, GPU-accelerated rendering engine allows for interactive visualization of huge geospatial datasets and other complex data, providing a fluid exploration experience.
🗣️ Conversational Analytics with HeavyIQ: Interrogate your data using natural language. A secure, custom-trained Large Language Model (LLM) translates your typed or spoken questions into SQL queries and generates actionable visualizations or natural language responses. You can even view the generated SQL to verify accuracy.
🤖 Integrated AI and ML: Build the power of predictive analytics directly into your workflows. HEAVY.AI includes built-in GPU-accelerated ML models and provides a framework to facilitate advanced data science operations and predictive analytics directly within the database using native SQL and visualization capabilities.
🔗 Query Data Without Movement: Access data in your warehouses, lakes, and enterprise databases directly without requiring complex data movement. This "no-movement" approach provides faster access and intelligently captures data changes from your connected sources.
Use Cases
HEAVY.AI is purpose-built to handle complex, large-scale data challenges across various domains:
Analyzing Global Logistics & Transportation: Explore detailed patterns in movement data, such as ship traffic in coastal waters or nationwide bridge conditions, to identify inefficiencies, risks, or opportunities in real-time.
Enhancing Activity-Based Intelligence (ABI): Overcome the data volume and complexity limitations of traditional ABI tools. HEAVY.AI processes massive datasets to help intelligence analysts discover hidden patterns and resolve unknowns efficiently.
Exploring Complex Customer Behavior: Dive into billions of customer interactions, location histories, or transaction logs to understand multi-factor relationships, identify trends, and personalize strategies based on precise spatial and temporal data.
Why Choose HEAVY.AI?
HEAVY.AI stands out by providing a unified, GPU-accelerated platform designed specifically for the demands of big location and time-series data:
Unmatched Speed and Scale: Leveraging GPUs allows you to interactively query and visualize data volumes previously considered impossible for real-time analysis.
Native Geospatial Power: Deep integration of geospatial data types and functions provides superior performance and flexibility for location analytics.
Integrated Analytics Workflow: Combine database power, interactive visualization, natural language querying, and ML capabilities within a single platform.
Conclusion
HEAVY.AI transforms your ability to analyze and understand massive, complex datasets, particularly those with location and time components. By providing instant, interactive insights, it empowers you to make faster, more informed decisions on your most critical challenges.
