Company Research Report: Hazy Limited

Company Overview

• Name: Hazy Limited

• Mission: Hazy's mission is to set enterprise data free by re-engineering data to be faster, easier, and safer to use, powering the new global economy.

• Founded: The company was born out of University College London (UCL). Specific founding date is not detailed in the provided data.

• Key People:

• Harry Keen, CEO & Co-Founder

• Luke Robinson, Head of Science & Co-Founder

• Carl Tishler, Chief People Officer

• Peter Juritz, VP Engineering

• Headquarters: No information is available.

• Number of Employees: No information is available.

• Revenue: No information is available.

• Known For: Hazy is a pioneer in bringing synthetic data to market as a viable enterprise product, recognized for transforming data usage while ensuring privacy and compliance.

Products

• Product Overview: Hazy offers a synthetic data platform that handles data privacy, making synthetic data a drop-in replacement with all patterns, statistical properties, and correlations of the source data without revealing private information.

• Key Features:

• Highly reliable

• Extremely secure environment

• Easily deployed with support from a Customer Success Manager

• Simple purchasing model scaling from single table to enterprise deployment

Solutions Offered:

• Transform Digital Infrastructure: Deploy realistic test data to validate new systems and accelerate digital transformation.

• Accelerate AI Adoption: Generate high-quality data for AI application training and automation.

• Empower Business Intelligence: Enable accurate analytics for improved decision-making.

• Unlock Faster Innovation: Share data safely to accelerate innovation.

• Commercialise Enterprise Data: Productize data to generate new revenue streams.

Recent Developments

• Acquisitions and Partnerships:

• SAS recently acquired Hazy’s synthetic data software to bolster its generative AI portfolio, enhancing capabilities in data management and integrating with SAS Viya®.

• A partnership with Vodafone to utilize synthetic data for model training and fraud detection.

• Collaboration with Nationwide Building Society to evaluate vendors more quickly using synthetic data.

• Product Launches and Features:

• Launch of Hazy Whisper, a chat-based data engine for generating test data.

• Introduction of a public Synthetic Data Marketplace with pre-trained generators.

• Availability on AWS Marketplace and Temenos Exchange for faster, safer data provisioning.

• Technological Advancements:

• Incorporation of differentially private models to enhance privacy.

• Development of multi-zone approaches to synthetic data generation for enterprises.

Key Product Features and Technology

• Multi-Table Capabilities: Allows for synthesizing related tables with privacy guarantees while preserving inter-table information.

• Time-Series Data Generation: Includes various methodologies like GANs and Auto-Encoders.

• Support for 50+ Data Types: Custom algorithms to handle diverse data types and business logic.

• Differential Privacy: Ensures very low risk of re-identification and is compliant with GDPR and CCPA.

• Secure Deployment Options: Software deployable on-premises or in the cloud with customizable permissions and access controls.

Strategic Insights

• Market Position: Recognized as a leader in the synthetic data market, Hazy develops its technology for direct production use, significantly enhancing data privacy and usability.

• Innovation and Awards: Selected as a Gartner Cool Vendor in 2021 and won the Microsoft Innovate AI prize.

• Future Outlook: The integration with SAS positions Hazy at the forefront of synthetic data innovation, providing robust AI and data management solutions to enterprises worldwide.