LakehouseIQ is a knowledge engine that uses generative AI to learn what makes your organization’s data unique, providing useful and contextual answers to natural language questions.
San Francisco, June 28, 2023 /PRNewswire/ — when sold out Data + AI Summit, data brick, a data and AI company, today announced LakehouseIQ, a knowledge engine that learns what makes an organization’s data, culture, and operations unique. LakehouseIQ uses generative AI to understand terminology, data usage patterns, organizational structures, and more to answer questions within the context of your business. Anyone in your organization can use natural language to interact with LakehouseIQ to find, understand, and query your data. LakehouseIQ is fully integrated with Databricks UnityCatalog Democratize access to data to ensure that internal security and governance rules are followed.
An AI-powered knowledge engine that uniquely understands your business
Every business today must be data-driven. But when employees need access to internal data to complete their tasks, it can be difficult to quickly find and analyze the data they need. Whether a CEO is trying to generate quarterly sales forecasts or a marketer is trying to analyze campaign performance, knowledge workers rely on small teams of overworked data scientists and programmers. to find and query relevant data sets. This bottleneck is preventing companies from truly leveraging data and AI. Large Language Models (LLM) promised to solve this problem, but so far the results have been disappointing. A generic model cannot understand the language specific to every business. It cannot handle jargon and internal acronyms. They are not trained on company proprietary datasets. And they don’t understand org charts and don’t know which teams need access to which information.
LakehouseIQ learns from these signals in your organization using schemas, documents, queries, popularity, lineage, notebooks, and BI dashboards to gain intelligence as you answer more queries. With LakehouseIQ, employees can get answers to their questions instantly without the technical skills required by traditional data analysis tools. The engine can also understand user-specific business terminology and context to more accurately interpret the intent of questions and generate additional insights that drive new questions and ways of thinking. LakehouseIQ empowers all employees, not just data scientists, to unlock the full potential of your company’s internal data to make better-informed decisions and drive new innovations.
“LakehouseIQ helps any company democratize data access, improve better decision-making, and accelerate innovation.With LakehouseIQ, employees can find the data they need for their projects by simply writing a question. and get answers to questions related to running your company, removing the barriers inherent in traditional data tools and requiring no programming skills.” Ali Godsi, Co-founder and CEO of Databricks. “Every employee knows the questions to ask to improve their day-to-day work and, ultimately, their business. LakehouseIQ helps them find answers quickly and accurately.”
Securely democratize data access
LakehouseIQ is managed by Unity Catalog, Databricks’ flagship solution for unified search and governance across data, analytics, and AI. Organizations can be confident that their employees can only access the data they are authorized to use, so making data more accessible does not increase risk.
“LakehouseIQ solves two of the biggest challenges companies face when using AI: getting the right data for their employees while remaining compliant, and when data should be private. privacy,” said Ghodsi. “This will reduce the time-stressed engineers, ease the burden of data management, and empower employees to take advantage of the AI revolution without jeopardizing sensitive company information.”
Databricks continues to expand its Lakehouse platform and recently announced: lakehouse app Databricks Marketplace general availability, delta lake 3.0, new governance features, and a set of data-centric AI tools for building and managing LLMs on Lakehouse.
availability
Databricks Assistant powered by LakehouseIQ is in preview.
To learn more about LakehouseIQ, watch the Data + AI Summit live. https://www.databricks.com/dataaisummit/watch
About data bricks
Databricks is a data and AI company. More than 10,000 organizations around the world, including Comcast, Condé Nast and over 50% of the Fortune 500, rely on the Databricks Lakehouse platform to unify data, analytics and AI. Databricks is headquartered in San Francisco, with offices around the world. Founded by the original creators of Delta Lake, Apache Spark™, and MLflow, Databricks is on a mission to help data teams solve the world’s toughest problems.Follow Databricks for more information twitter, LinkedInand Facebook.
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