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GenAI & Agents With Dataiku

Move beyond POCs. Build enterprise-grade AI agents and generative AI use cases at scale. Dataiku provides everything, from a secure LLM gateway to development tools (code-free or full code) plus robust evaluation and governance capabilities — all in one place.

Scale With the LLM Mesh

The Dataiku LLM Mesh provides a secure gateway to thousands of LLMs, including third-party and self-hosted, plus GenAI services such as vector stores. 

Balance the need for control with the desire for speed, agility, and experimentation in a fast-moving space:

  • IT teams use the LLM Mesh to manage risk for safe, secure, enterprise-grade AI.
  • Data and business teams benefit from the LLM Mesh to build agents and generative AI applications at scale using the latest, greatest (IT-approved!) technology. 
LEARN MORE ABOUT THE LLM MESH
computer screen showing the Dataiku LLM Mesh architecture the unified gateway for building generative ai applications
graphic showing Dataiku AI agents connected to all other parts of an enterprise's data and AI strategy, including raw data sources and machine learning models

Build Robust AI Agents

Your business isn’t generic, so your AI agents shouldn’t be either. Dataiku is where teams build agents that create real, differentiated value, fueled by their analytics and machine learning models.

Use the 100% code-free interface to quickly build task-focused agents — or leverage code to perform complex tasks, orchestrating multiple agents and tools.

LEARN MORE ABOUT AGENTS IN DATAIKU

Create Chat & RAG Applications — Fast

Deliver secure, high-quality conversational GenAI use cases in days, not months, with Dataiku Answers.

Connect to approved LLMs and vector stores, then apply retrieval-augmented generation (RAG) techniques from trusted knowledge bases as well as datasets, and voilà — you have a ready-to-use chat application. No code or front-end development resources required.

DEEP DIVE ON DATAIKU ANSWERS
dataiku chatbot screen
screenshot showing LLM-powered natural language processing (NLP) no-code visual recipes in Dataiku

Upgrade NLP Tasks With GenAI

Updating traditional natural language processing (NLP) pipelines with modern generative AI techniques is fast and easy with Dataiku.

Perform common text tasks like summarization, classification, and sentiment analysis with code-free tools powered by approved LLMs.

novartis logo with padding
The Dataiku LLM Mesh offers substantial strategic benefits, notably accelerating time to market for GenAI chatbot development.

Deepthi Sanam

Group Lead of Data Engineering at Novartis

Working with Dataiku empowers us to imagine the full potential of AI and Generative AI, allowing us to embed it into Doosan’s business strategies and operations.

Robert Oh

EVP, Head of Corporate Digital at Doosan Corporation

system1 company logo
We were able to identify, kill off, or graduate good or bad ideas at a much more rapid pace … through the LLM Mesh.

Kenan Yates

Group Product Manager at System1

Evaluating different prompts and estimating token costs using/comparing different LLMs was easy on the Dataiku platform.

Andres Buser

Chapter Lead New Modality IP at Roche

Dataiku: An all-user-friendly tool for data science, machine learning, and generative AI.

Senior Data Scientist, Banking Industry

SOURCE

Improve & Iterate Continuously

Want to align the behavior of an LLM to your unique use case? Design and evaluate LLM prompts at scale plus compare performance and cost across models with Dataiku Prompt Studios.

Need to refine LLM outputs on highly specific tasks? Fine-tune Hugging Face local models or hosted models from service providers like OpenAI with Dataiku’s visual or code-based interface.

screenshots of Dataiku showing Prompt Studios and code-free model fine tuning to continuously improve performace of genAI applications and AI agents
screenshot showing Dataiku Govern and governable items with LLM tags for controlling generative ai deployment at scale

Scale Agentic & Generative AI Safely

In a world of non-deterministic models, Dataiku gives IT and data teams the confidence to deploy AI solutions at scale without putting the business at risk:

  • Ensure high quality from POC to production with comprehensive LLM evaluation and LLMOps capabilities. Dataiku Quality Guard includes standard metrics, LLM as a judge, multimodal evaluation, and custom metrics for the highest performing AI system.
  • Dataiku Safe Guard and Cost Guard provide PII screening, content moderation, the ability to define as well as apply flexible guardrails, budget management, and more for peace of mind throughout the AI lifecycle. 
  • Robust AI governance features — including built-in sign-off mechanisms, a GenAI registry, and more — ensure tight management of all Gen AI projects.

Develop Analytics, Models, & Agents All in 1 Place

Don’t build AI agents and generative AI applications in a silo. From data preparation and self-service analytics to machine learning model development and agentic or generative AI, with Dataiku, it’s all happening in one central place for richer and more robust outcomes. 

Using The Universal AI Platform™ ensures AI is built using high-quality, trusted data and that outcomes are integrated into existing workflows.

DISCOVER ALL DATAIKU CAPABILITIES
woman sitting at a desk using Dataiku for all enterprise AI needs including analytics, developing machine learning models, and building AI agents

Working GenAI Prototypes With Dataiku in < 2 Days

Johnson & Johnson’s Vision team partnered with Dataiku to conduct a two-day GenAI training and hackathon event. The hackathon was a profound success, producing working prototypes spanning vision care and surgical vision, including use cases for consumers, sales, contracts, and customer insights.

READ J&J'S STORY

Generative AI for Enterprise-Wide Efficiency

Novo Nordisk leverages generative AI features and capabilities in Dataiku to create predictive medical insights, automate scientific literature summaries, improve incentive compensation understanding through real-time insights for field sales teams, and much more.

READ NOVO NORDISK'S STORY

Analyzing 1000s of Customer Reviews Weekly With GenAI

With over 15 million reviews total and 10,000+ new reviews coming online each week, Whataburger was dealing with a lot of unstructured data. With Dataiku, they quickly built a generative AI solution that is entirely visual, code free, and easy to manage.

READ WHATABURGER'S STORY

10x Faster Market Research

For Novartis, the LLM Dataiku Mesh abstracted intricate model configurations — like model parameters and prompt formats — into holistic, user-friendly UI options, thereby streamlining the experimentation process with various models across multiple service providers.

READ NOVARTIS' STORY

107 Campaigns Deployed in 10 Minutes With Dataiku

The Dataiku LLM Mesh allowed System1 to seamlessly integrated large language models (LLMs) into their workflows, providing business users with end-to-end visibility into the data transformation process — from raw data inputs to the prompts used and, ultimately, to the final AI-generated outputs.

READ SYSTEM1'S STORY

Enabling Patent Attorneys to Build Complex AI Solutions

A team of patent attorneys at Roche developed a robust Dataiku application that executes a complex search and retrieval flow for comprehensive case law analysis, significantly improving efficiency — all with visual tooling and without the need for extensive IT support.

READ ROCHE'S STORY
Johnson & Johnson logo

Working GenAI Prototypes With Dataiku in < 2 Days

Johnson & Johnson’s Vision team partnered with Dataiku to conduct a two-day GenAI training and hackathon event. The hackathon was a profound success, producing working prototypes spanning vision care and surgical vision, including use cases for consumers, sales, contracts, and customer insights.

READ J&J'S STORY

novo big logo

Generative AI for Enterprise-Wide Efficiency

Novo Nordisk leverages generative AI features and capabilities in Dataiku to create predictive medical insights, automate scientific literature summaries, improve incentive compensation understanding through real-time insights for field sales teams, and much more.

READ NOVO NORDISK'S STORY

Whataburger logo

Analyzing 1000s of Customer Reviews Weekly With GenAI

With over 15 million reviews total and 10,000+ new reviews coming online each week, Whataburger was dealing with a lot of unstructured data. With Dataiku, they quickly built a generative AI solution that is entirely visual, code free, and easy to manage.

READ WHATABURGER'S STORY

novartis company logo

10x Faster Market Research

For Novartis, the LLM Dataiku Mesh abstracted intricate model configurations — like model parameters and prompt formats — into holistic, user-friendly UI options, thereby streamlining the experimentation process with various models across multiple service providers.

READ NOVARTIS' STORY

system1 logo

107 Campaigns Deployed in 10 Minutes With Dataiku

The Dataiku LLM Mesh allowed System1 to seamlessly integrated large language models (LLMs) into their workflows, providing business users with end-to-end visibility into the data transformation process — from raw data inputs to the prompts used and, ultimately, to the final AI-generated outputs.

READ SYSTEM1'S STORY

roche

Enabling Patent Attorneys to Build Complex AI Solutions

A team of patent attorneys at Roche developed a robust Dataiku application that executes a complex search and retrieval flow for comprehensive case law analysis, significantly improving efficiency — all with visual tooling and without the need for extensive IT support.

READ ROCHE'S STORY

Ready to Get Started?

Contact us to see how Dataiku, The Universal AI Platform™, can help you bring GenAI and agents to your existing projects.