Federated Data Governance for the Enterprise
Today, enterprises adopt AI and machine learning to derive insights from their datasets, and it becomes increasingly critical to focus on effectively governing them. As data regulations around the globe impose heavy penalties on non-compliance, modern enterprises must have adequate governance capabilities to prevent exposure. Large corporations have diverse data needs; with multiple application owners […]
Enterprise Data Services: Navigating the Data-Driven Future
Enterprises today create and consume data on an unprecedented scale. Behind the scenes, various enterprise data services enable, support, or enhance all the data operations performed. These services consist of multiple components that work together to manage, mine, and monetize the large volumes of data that enterprises hold. Understanding what these enterprise data services do […]
Data Lake vs Data Warehouse: How to Choose the Right Solution in 2024
For folks new to data & analytics, it’s not uncommon to be confused between data warehouses and data lakes. Both are repositories to store large volumes of data, but they have distinct characteristics and core use cases. This article aims to educate you on data warehouses and data lakes, when large organizations use them, and […]
How are Huge Corporate Files Archived?
Large corporations accumulate massive amounts of data through direct collection from websites, apps, surveys, and POS systems and indirect collection from IoT devices, public sources, third-party providers, partnerships, and mergers and acquisitions. These datasets can be categorized into structured, unstructured, and semi-structured data, all meant to be dealt with differently. This often leads to redundant […]
Data Archive: The Ultimate Solution for Long-Term Data Storage
Organizations are generating and collecting vast amounts of data at an unprecedented rate. As this data grows, so does the need for efficient, secure, and cost-effective long-term storage solutions. Data archiving offers a robust solution to these challenges. What is Data Archiving? Data archiving involves moving unused data to a separate storage system with lower […]
Generative AI Security
Generative AI powered by large language models (LLMs) has several applications for enterprises and end consumers. However, with LLMs, privacy and security have become critical challenges that must be solved. For instance, a popular code-generation tool was found to output sensitive API keys and other code snippets that were a part of its training dataset. […]