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Generative AI With Dataiku

Move beyond the lab and safely deliver generative AI applications at enterprise scale.

Dataiku offers teams a secure large language model (LLM) gateway, no-code to full-code development tools, and AI-powered assistants to help everyone do more with generative AI.

What's New & What's Next

Check out some of the most exciting generative AI additions to the Dataiku platform.

Build AI Apps on a Common Backbone With the LLM Mesh

The LLM Mesh provides a secure gateway to thousands of LLMs, including third-party or self-hosted, plus GenAI services such as vector stores. Empower IT to manage risk while helping teams build safe, secure, enterprise-ready applications.

With AI service routing, access management, PII screening, content moderation, LLM usage and cost tracking, you get maximum control while delivering the performance your business expects.

LEARN MORE ABOUT THE LLM MESH
computer screen showing the Dataiku LLM Mesh architecture the unified gateway for building generative ai applications
screenshot of Dataiku Prompt Studios

Achieve Better Results With Enterprise-Grade Prompt Engineering

Want to align the behavior of an LLM to your unique use case? With Prompt Studios in Dataiku, iteratively design and evaluate LLM prompts, compare performance and cost across models, and operationalize generative AI in your data projects.

Build Chat-Based Solutions in Days, Not Months

Dataiku Answers is a packaged, scalable web application for delivering high-quality, conversational GenAI use cases across the enterprise in a fraction of the time.

No-code configuration makes it simple to connect to approved LLMs and vector stores, apply retrieval-augmented generation (RAG) techniques from trusted knowledge bases as well as datasets, and define your app’s desired behavior.

DEEP DIVE ON DATAIKU ANSWERS
screens showing dataiku answers a secure, scalable, enterprise-grade ai agent chatbot
screenshot showing LLM-powered natural language processing (NLP) no-code visual recipes in Dataiku

Tackle NLP Tasks With Code-Free, LLM-Powered Recipes

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

Perform common text tasks like summarization, classification, and sentiment or emotion analysis with no-code tools powered by approved LLMs registered in your LLM Mesh.

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

Fine-Tune LLMs for Your Specific Needs

Need to refine an LLM to perform better on highly specific tasks? With Dataiku, fine-tune Hugging Face local models or hosted models from service providers like OpenAI using either a visual or code-based approach.

Both methods register the resulting fine-tuned models in the Dataiku LLM Mesh, so your organization can control and govern the safe use of these customized assets.

screenshot showing dataiku LLM fine-tuning via visual and code
screenshots of Dataiku product showing LLM Evaluation recipe as part of LLM Guard Services and Quality Guard

Bring GenAI Quality Evaluation to Your LLMOps

Ensure high quality from proof of concept (POC) to production with comprehensive LLM evaluation capabilities. Dataiku Quality Guard integrates standard metrics, LLM as a judge, and custom metrics.

Dataiku Quality Guard provides GenAI-specific quality metrics and side-by-side comparisons of model results to ensure you deploy the highest performing AI system.

Scale GenAI Safely With Dedicated Governance Processes

Maintain oversight of projects and keep humans in the loop with built-in feedback mechanisms, an LLM registry, and automatic governance tags to flag projects utilizing an LLM connection.

These capabilities, along with the Dataiku EU AI Act Readiness solution, allow organizations to scale GenAI while embedding strong risk practices.

LEARN MORE ABOUT DATAIKU GOVERN
screenshot showing Dataiku Govern and governable items with LLM tags for controlling generative ai deployment at scale
screenshots showing AI assistants embedded throughout the Dataiku platform including Code Studio and AI Code Assistant

Bonus: Go Faster & Farther With AI-Powered Assistants

AI assistants embedded throughout the Dataiku platform don’t just improve efficiency and speed to value; they also can improve the overall quality of your finished data products:

AI Prepare – Describe the data prep actions you want to apply, and the AI assistant generates the necessary prepare recipe steps.

AI Code Assistant – This feature helps you write, explain, or debug code, comment and document your work, create unit tests, and more.

AI Explain – Automatically generate descriptions explaining Dataiku Flows or individual Flow Zones.

Text-to-Recipe Assistant – Describe your desired data transformations, and the assistant will automatically generate and configure the ideal Dataiku recipe to join, group, filter, split, or prepare your datasets.

doosan and padding
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. It’s a crucial initial step in allowing us to imagine the concept of ‘AI Everywhere’ and bring it to life, driving agile innovation that’s practical and breakthrough.

Robert Oh

EVP, Head of Corporate Digital at Doosan Corporation

Much of the power of GenAI lies in combining it with predictive analytics techniques. From data preparation to machine learning to GenAI, all data work happens in the same place with Dataiku, the Universal AI Platform.

feature engineering Dataiku screenshot

Ready to Get Started?

Contact us to see how Dataiku, the Universal AI Platform, can help you bring generative AI to your existing projects.