Denodo Assistant: Delivering on the Promise of Intelligent Data Fabric

Simplify and accelerate data management with AI

Overview

Artificial intelligence (AI) is being leveraged across a wide range of use cases to revolutionize how work is done, automating tasks and reducing errors. Denodo Assistant, powered by AI techniques that include traditional machine learning and generative AI (GenAI), transforms data management by minimizing the effort required from data engineers and consumers.

Denodo Assistant streamlines data management by intelligently connecting and managing diverse data sources. Its AI-powered capabilities augment or automate data-related tasks, providing real-time, intelligent access to data. This empowers both data engineers and business users to uncover insights faster, make better decisions, and extract more value from data with minimal manual effort.

Denodo Assistant Datasheet

Denodo Assistant Datasheet

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The Power of the Semantic Layer

Denodo Assistant leverages AI and the semantic layer of the Denodo Platform to deliver precise, context-aware assistance. This semantic layer dynamically surfaces relevant metadata to Denodo Assistant, tailored to each user’s task. It provides:

  • Technical metadata with which to better understand data structure and lineage
  • Business metadata that aligns with business logic, providing context for business users
  • Operational metadata that optimizes performance based on real-time query patterns and network behaviors

With this combined information, Denodo Assistant enables context-rich, AI-powered automation that is secure, accurate, and aligned with business goals—delivering intelligence and relevance beyond other platforms.

Benefits

Denodo Assistant delivers on the promise of an intelligent data fabric, with:

Simplified Data Access

With the power of GenAI, Denodo Assistant converts natural-language-based requests into SQL, generates an explanation of the query, and retrieves the results. This opens up access to more personas by removing the need for advanced data querying skills.

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Faster Data Discovery

Denodo Assistant enhances and accelerates data discovery in the Denodo Data Catalog by displaying personalized recommendations based on users' previous activities.

Enriched Metadata

AI-generated descriptions of views and columns enhance data clarity, improving understanding, collaboration, and governance across the organization.

Streamlined Data Delivery

Users of all skill levels can quickly customize and deliver new datasets using Denodo-Assistant-generated suggestions within the data preparation wizard. This reduces dependence on data engineering teams and accelerates the delivery of new data assets.

Enhancing Developer Productivity

Denodo Assistant for VQL Shell works alongside the users to help explain and diagnose SQL in an interactive way. This will speed up the SQL code development process and help to reduce potential errors.

Improving System Performance

Denodo Assistant can recommend the best summary view to cache to improve system performance. Denodo Assistant creates these views using machine learning and active metadata, and they can help reduce query processing time and cost.

AI-Driven Data Enrichment

Denodo Assistant enables users to automatically generate and summarize text, extract information, and analyze sentiment using large language models (LLMs) via a new native VQL system function.

Ready to maximize your data potential with Denodo Assistant?

For over 25 years, Denodo has helped organizations unlock the value of their data. With Denodo Assistant, we’re bringing AI into the fabric of data management, for smarter, faster decisions across your organization. Contact us to learn how Denodo can empower your business with the next generation of data management.

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