en

Join Dataiku

Learning Center

Sign In

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 leading generative AI models and pre-built components. Empower IT to manage risk while helping teams build safe, secure, enterprise-ready applications.

With capabilities for AI service routing, PII screening, content moderation, LLM performance and cost tracking, and auditing of entire application flows, 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 customize the behavior of an LLM for 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 AI 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, and define your app’s desired behavior. By augmenting foundational LLMs with your own knowledge bases and datasets, you can ensure end users get the most relevant, accurate, and trustworthy information possible.

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 Language Tasks With Code-Free NLP Recipes

Updating traditional 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.

Boosting Case Law Analysis With Generative AI

Roche harnesses Generative AI and the Dataiku LLM Mesh to automate case law analysis, boosting efficiency and reducing resource costs.

READ ROCHE'S STORY

Streamlining Analytics & AI Across the Organization

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

Using LLMs to Hear What Customers Are Saying

U.S.-based regional fast food chain Whataburger — with over 1,000 restaurants across 15 states — has a high-visibility dashboard that analyzes thousands of online and internal customer reviews. See how they used LLMs in Dataiku to extract key information from the reviews and build the dashboard.

READ WHATABURGER'S STORY

Transforming Data Discovery With LLMs

"Implementing our LLM-powered chatbot as a one-stop data discovery solution addresses core challenges such as fragmented information, lack of guidance, mistrust in data quality, and time-consuming processes." — Nirali Dedaniya, Data Engineer at Akamai Technologies

READ AKAMAI'S STORY

Creating Generative AI-Powered Services to Enhance Productivity

LG Chem noticed that their employees were spending a lot of time searching for safety regulations and guidelines so, with the help of Generative AI and Dataiku, they provided an AI service that helps them find that information quickly and accurately.

READ LG CHEM'S STORY

Monitoring Market Dynamics With LLM-Driven News Digest

Ørsted uses Generative AI to ensure its executive management has a more aligned understanding of market dynamics, for a 100% time savings over a manual approach.

READ ØRSTED'S STORY

Improving the Sales Lead Pipeline With LLMs

Each of Heraeus’s 20 operating companies has its own lead identification and qualification process. Heraeus uses LLMs in Dataiku to support these processes, ultimately saving time and increasing sales conversion.

READ HERAEUS'S STORY
roche

Boosting Case Law Analysis With Generative AI

Roche harnesses Generative AI and the Dataiku LLM Mesh to automate case law analysis, boosting efficiency and reducing resource costs.

READ ROCHE'S STORY

system1

Aligning Business & Data Science for Faster Campaign Wins

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.

novartis company logo

Streamlining Analytics & AI Across the Organization

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

Whataburger logo

Using LLMs to Hear What Customers Are Saying

U.S.-based regional fast food chain Whataburger — with over 1,000 restaurants across 15 states — has a high-visibility dashboard that analyzes thousands of online and internal customer reviews. See how they used LLMs in Dataiku to extract key information from the reviews and build the dashboard.

READ WHATABURGER'S STORY

Transforming Data Discovery With LLMs

"Implementing our LLM-powered chatbot as a one-stop data discovery solution addresses core challenges such as fragmented information, lack of guidance, mistrust in data quality, and time-consuming processes." — Nirali Dedaniya, Data Engineer at Akamai Technologies

READ AKAMAI'S STORY

LG Chem logo

Creating Generative AI-Powered Services to Enhance Productivity

LG Chem noticed that their employees were spending a lot of time searching for safety regulations and guidelines so, with the help of Generative AI and Dataiku, they provided an AI service that helps them find that information quickly and accurately.

READ LG CHEM'S STORY

Orsted logo

Monitoring Market Dynamics With LLM-Driven News Digest

Ørsted uses Generative AI to ensure its executive management has a more aligned understanding of market dynamics, for a 100% time savings over a manual approach.

READ ØRSTED'S STORY

Heraeus logo

Improving the Sales Lead Pipeline With LLMs

Each of Heraeus’s 20 operating companies has its own lead identification and qualification process. Heraeus uses LLMs in Dataiku to support these processes, ultimately saving time and increasing sales conversion.

READ HERAEUS'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

Measure What Matters With LLM Evaluation Metrics

Ensure high quality from proof of concept (POC) to production with standardized tooling and automated LLMOps for LLM evaluation and monitoring.

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 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, are beneficial for organizations wishing to enforce increased scrutiny and risk practices for generative AI-powered solutions.

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

Unite All Your Data, Analytics, & AI Work

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.

Explore Machine Learning With Dataiku
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.