The Denodo AI Software Development Kit (SDK)

Enabling the Next Generation of GenAI and Agentic AI Applications

Generative AI Is Quickly Evolving—and So Are the Demands on Your Data

What began as simple prompt-response generation is now expanding into more advanced, agentic AI systems capable of reasoning and planning, and executing complex tasks. But the power of these AI systems depends entirely on the quality, accessibility, and trustworthiness of the data they consume.

The Denodo Platform provides a strong, scalable foundation for AI by unifying access to all enterprise data—without requiring replication and with full control. It applies a consistent semantic layer across sources, it provides built-in governance and security, and it delivers real-time, trusted data to power high-impact use cases like real-time decisioning, personalization, and automated compliance—all while keeping costs in check. This foundation enables AI agents and applications to consistently access governed, production-scale data, improving both accuracy and trust in AI outcomes.

AI SDK Demo

The Denodo AI SDK

The Denodo AI SDK offers a unified, streamlined interface for accessing and combining data from multiple sources through the Denodo Platform. Its pre-built APIs abstract the complexity of connecting, transforming, and merging data, enabling developers to work with integrated datasets with minimal effort. The SDK also manages embedding and orchestration, automatically preparing information — enriched with Denodo’s technical and business metadata — for AI model consumption. This metadata is stored in a vector database, helping AI agents identify and retrieve the right data in real time. Developers can unify both structured and unstructured data through a single trusted interface, with data governance and security policies applied consistently and automatically across all data types. This seamless integration reduces custom coding, accelerates AI development, and enhances solution reliability. Capabilities like explainable workflows and ambiguity handling help reduce incorrect or misleading AI responses while improving application-level trust. At the core of the AI SDK are three key capabilities:

Query RAG

Empowers users to ask natural language questions and get fast, accurate answers to fact-based queries—like what happened, when, or by how much—using real-time, governed data. It’s ideal for replacing manual reports and dashboards with an intuitive, conversational self-service way to access information.

DeepQuery

Tackles complex, open-ended questions that require reasoning, synthesis, or explanation—like understanding why something happened or identifying key drivers across systems. Delivers explainable, multi-step insights grounded in real-time data.

MCP Support

Enables seamless integration with any MCP-compliant client, providing a standardized, governed data access interface for AI agents and applications. This approach reduces custom connectivity work and enables organizations to build and orchestrate multi-agent AI systems using open, interoperable standards. Supported by Denodo’s trusted data foundation, enterprises can easily enable natural language self-service across their data ecosystem.

Key Features of the Denodo AI SDK

Unified Semantic Layer Across All Data Sources

Applies consistent business meaning and metadata across distributed data, enabling users and AI models to discover, understand, and use both structured and unstructured data without requiring replication — while enforcing a single governance model.

Federated Governance with Centralized Control

Enforces advanced security policies across all environments, while enabling AI solutions to safely access production data with full auditability and privacy safeguards.

Real-Time, Cost-Aware Data Delivery

Connects directly to live source systems, delivering up-to-date insights while avoiding the cost and complexity of full data replication or always-on pipelines.

Optimized for Modern AI Workflows

Supports fact-based, complex, multi-step AI queries with built-in guidance to handle ambiguity, helping improve accuracy and trust in agentic AI interactions.

Simplified Development with RESTful APIs

Encapsulates complex orchestration and data workflows into easy-to-use API calls, enabling developers—regardless of AI expertise—to quickly build modern agents and chatbots powered by real-time, trusted data.

AI SDK Benefits

The Denodo AI SDK provides a unified, streamlined interface for accessing and combining data from multiple sources directly through the Denodo Platform.

Faster Time-to-Market

Reduces repetitive development work so teams can focus on high-value features and deliver production-ready AI applications faster through standardized, governed data access.

Built-In Security and Compliance

Ensures data retrieval complies with enterprise security protocols, minimizing risk and safeguarding sensitive information across AI initiatives.

High-Quality, Consistent Data for AI Models

Delivers a unified, governed data foundation that enables more accurate, context-rich AI responses while reducing the risk of misleading or ambiguous outputs.

Scalability and Flexibility

Supports a wide range of AI use cases through open, flexible integration patterns that make it easier to scale AI systems across teams and over time.

 

Try It Yourself – Build Your First GenAI Chatbot in Under 30 Minutes

Getting started is easier than you might think. With just a few simple steps, you can connect distributed data and build a working GenAI chatbot using the Denodo AI SDK—all in under 30 minutes.

Here’s how to get started:

STEP 1

Download Denodo Express

Our free version gives you everything you need to explore and build.

 

STEP 2

Follow the Tutorial

Step-by-step instructions walk you through creating your first chatbot.

 

STEP 3

Join the Community

Ask questions, share ideas, and learn from others building GenAI solutions with Denodo.

Ready to maximize your data potential with Denodo AI SDK?

For over 25 years, Denodo has helped organizations unlock the value of their data. The Denodo AI SDK abstracts away the complexities of connecting, transforming, and merging data, enabling developers to access combined data sets with minimal effort. Contact us to learn how Denodo can empower your business with the next generation of data management. By providing a consistent, governed data foundation for AI applications, the SDK helps organizations scale trusted AI and analytics with confidence. 

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Denodo AI SDK

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