HEAVY.AI Company Research Report

Company Overview

Name

• HEAVY.AI

Mission

• To empower big data analytics by utilizing GPU-accelerated technology for real-time, high-impact decisions across various sectors.

Founded By

• Todd Mostak

Key People

• Todd Mostak: Founder, CEO & CTO

• Pey Silvester: VP of Engineering

• Bob Deppisch: VP & General Manager of Federal

Headquarters

• San Francisco, California

Number of Employees

• No information is available

Revenue

• No information is available

Known For

• GPU-accelerated database and analytics platform facilitating extremely fast processing of geospatial and time series data.

Products

HEAVY.AI Platform Overview

• A GPU-accelerated analytics platform designed to enable real-time data analysis across multi-billion row datasets without the need for indexing, downsampling, or pre-aggregation.

Products Offered

HeavyDB

• Description: A GPU-accelerated column store database supporting ANSI SQL, making it the ideal engine for real-time analytics.

• Key Features:

• Native support for SQL, faster than traditional CPU platforms.

• Geospatial data type support and operations.

• Fast, scalable data rendering.

• Parallel query execution utilizing GPUs and CPUs.

• Advanced memory management to ensure data is readily available for queries.

HeavyImmerse

• Description: A browser-based interactive data visualization client that simplifies the exploration of large datasets.

• Key Features:

• Cross-filtering, allowing billions of rows to be visualized interactively.

• Geospatial exploration, multilayer geo charts.

• Allows for interactive, real-time analysis and visualization of big data.

HeavyIQ

• Description: Conversational analytics that integrates a large language model to facilitate the querying of data with natural language.

• Key Features:

• Integration of natural language to create SQL queries and visualizations.

• Capable of executing ELT tasks directly from native SQL.

• Supports sentiment analysis, entity extraction, and classification.

Additional Components

• HeavyML: Facilitates ML and predictive analytics workflows directly from SQL.

• HeavyConnect, HeavyRender: Serve to enhance interaction and rendering of data visualizations.

Recent Developments

New Product Launches

• Launch of HeavyIQ, a part of HEAVY.AI platform providing natural language processing for querying data, announced in 2024.

New Features Added

• Introduction of a new operator, LLM_TRANSFORM, as part of HeavyIQ to enhance SQL capabilities with AI for more complex data transformation tasks.

• Version 8.1 includes Retrieval Augmented Generation capabilities for guiding conversational analytics.

Partnerships

• In September 2024, HEAVY.AI partnered with Vultr, enhancing the platform with Vultr's global NVIDIA GPU cloud infrastructure.

• Collaborations include Vultr, Bain & Company, NVIDIA, and Maxar to expand the company's advanced analytics capabilities.

Other Developments

• HEAVY.AI announced the availability of its analytics platform accelerated by the NVIDIA GH200 Grace Hopper Superchip.

• Continuous participation and contribution to open-source communities to sustain innovations in data science and analytics.

Conclusion

This comprehensive analysis of HEAVY.AI reaffirms its pivotal role in advancing GPU-accelerated data analytics, the diversity of its product offerings, and the company's strong focus on partnerships and innovations. This positions HEAVY.AI as a significant player in the realm of real-time big data analytics across multiple industry sectors.