Cloudera AI Assistants
Conversational intelligence across your data lifecycle—private, secure, and built to scale.
OVERVIEW
Ask. Build. Decide. Without leaving your governed data estate.
Empower every user in your enterprise to interact, build, and innovate with intuitive, conversational AI assistants.
Accelerate productivity with intelligent helpers embedded in your enterprise data workflows, while maintaining governance and security standards.
Bring the power of AI to your business securely and at scale, ensuring every insight is traceable, explainable, and trusted.
FEATURES
Explore Cloudera AI Assistants
AI Visual Assistant
Talk to your dashboards and see the story behind the numbers.
Unlock real-time, natural-language exploration of data directly within Cloudera Data Visualization. AI Visual turns questions into insights that are based on governed datasets and presented with clarity.
Built on a retrieval-augmented generation (RAG) framework, AI Visual ensures every answer is backed by actual data context and visual structure.
AI Visual features
Conversational interaction with dashboards
Harness the power of the AI Visual Assistant within Cloudera Data Visualization to explore your data in real-time using natural language. Transform your written or verbal questions into clear, insightful answers, all grounded in your governed datasets.Grounded in governed, model-aware BI
Deliver insights directly from your secure, governed data, ensuring accuracy and reliability. Generate context-rich visualizations that reflect your business logic and maintain data integrity, empowering confident, informed decisions.Generate visualizations on the fly
Automatically generate dynamic data visualizations and reports based on natural language questions. This feature rapidly transforms your queries into compelling visual insights, allowing for quicker analysis and decision-making.Zero-code, fully secure
Leverage the power of AI Visual without writing any code. This secure environment ensures that data remains protected and compliant, enabling all users to derive insights safely and efficiently.
AI Copilot
Code smarter. Build faster. Stay in control.
Accelerate development in Cloudera AI by embedding LLM-powered assistance into your notebooks and workflows. Generate full pipelines, autocomplete code, debug errors, or scaffold entire projects with a single prompt—all without data or code leaving your secure environment.
With full audit trails, project context awareness, and secure deployment options, Copilot offers enterprise-grade AI support for building, testing, and deploying applications faster and with less friction.
AI Copilot features
Context-aware code generation & completion
Streamline development by generating and completing code snippets, functions, and scripts based on project context, existing code, and best practices. This ensures accuracy, reduces manual effort, and maintains consistency across your development lifecycle.One-prompt notebook & app generation
Transform a single natural language prompt into fully functional notebooks and applications. This accelerates the initial setup of projects, allowing you to rapidly prototype and deploy AI-powered solutions with minimal manual configuration.Auto-debugging & pipeline refactoring
Identify and resolve errors and optimize data pipelines automatically with AI-powered assistance. This feature streamlines the debugging process, suggests performance improvements, and refactors inefficient code, ensuring robust and efficient data workflows.Integrated with AI Registry & MLOps tooling
Seamlessly manage and deploy AI models by integrating with your existing AI Registry and MLOps tooling. This ensures version control, model lineage, and automated deployment pipelines.
SQL AI Assistant
Write better queries. Or just ask the question.
Simplify complex data access with natural-language query generation in Cloudera Data Warehouse. The SQL AI Assistant enables anyone—from analysts to engineers—to ask business questions and instantly receive optimized SQL queries tailored to your database engine.
With support for multiple dialects and full integration into governed data environments, this assistant ensures fast, accurate, and secure query development, without compromising control.
SQL AI Assistant features
From natural language to SQL
Automatically translate plain English questions into optimized SQL queries, simplifying data access for all users, regardless of their technical expertise. This enables faster insights and reduces the need for specialized SQL knowledge.Query explanation, optimization, & correction
Enhance your SQL proficiency by receiving automated explanations, optimization suggestions, and error corrections for your queries. Assist both novice and experienced users in understanding query logic, improving performance, and quickly resolving issues.Auto-discovery of tables, views, & columns
Automatically detect and integrate database schemas, tables, views, and columns into your SQL environment. Reduce manual configuration and ensure queries are always based on the latest data structures.Dialect-aware compatibility
Ensure broad compatibility and precise query generation by supporting multiple SQL dialects, including Hive, Impala, Trino, and PostgreSQL. Users can work seamlessly across diverse database environments, leveraging the AI assistant's capabilities regardless of their underlying data platform.
Get engaged
Webinar: Infuse AI with Cloudera: AI Assistants in action
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Webinar: Accelerating AI Journey with Cloudera AI
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Webinar: 7-part Webinar Series: Accelerate Enterprise & Agentic AI
Watch the series
Cloudera AI Assistants documentation
Deep dive into the technical details with our comprehensive product documentation: