Denodo Assistant: Accelerate Trusted Data Delivery for AI and Analytics

Use AI to create, discover, and deliver trusted data products faster

Overview

Artificial intelligence is changing how data teams and business users create, discover, and consume enterprise data. Denodo Assistant, powered by AI techniques that include traditional machine learning and generative AI, helps accelerate data management by augmenting and automating common tasks across the Denodo Platform.

Built on Denodo’s semantic layer and governed data access foundation, Denodo Assistant helps users work with trusted enterprise context more efficiently. It supports conversational access in the Denodo Data Marketplace, personalized recommendations, AI-assisted development, metadata enrichment, and intelligent performance optimization, helping teams deliver trusted data products faster and with less manual effort.

Together, these capabilities help data engineers and business users uncover insights faster, improve productivity, and make governed, business-ready data easier to consume across AI, analytics, applications, and self-service initiatives.

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.

This helps turn fragmented metadata and distributed data assets into active context that AI systems and users can apply with greater confidence.

Benefits

Denodo Assistant helps accelerate trusted data delivery across the Denodo Platform, with:

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Simplified Data Access

With conversational AI embedded in the Denodo Data Marketplace, Denodo Assistant enables data consumers to ask questions and explore enterprise data using natural language. Guided interactions help clarify intent and deliver trusted answers without requiring technical skills, making insights accessible to more users across the business.

faster data discovery screenshot

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

Denodo Assistant for VQL Shell helps developers create data views faster through guided, conversational development. It can explain and diagnose SQL, recommend joins, generate VQL from natural language, and ask follow-up questions to clarify intent, helping teams build accurate views with fewer errors and less VQL expertise.

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 helps developers create data views faster through guided, conversational development. It can explain and diagnose SQL, recommend joins, generate VQL from natural language, and ask follow-up questions to clarify intent, helping teams build accurate views with fewer errors and less VQL expertise.

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 deliver trusted, governed access to distributed enterprise data. With Denodo Assistant, Denodo brings AI-powered automation into the data management experience, helping teams create, discover, optimize, and consume trusted data products faster. Contact us to learn how Denodo Assistant can help your organization accelerate data delivery for AI, analytics, and self-service. 

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