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AI Governance
With Dataiku

Enforce AI Governance standards across all data work, all in one place. From data preparation and self-service analytics to machine learning and Generative AI applications or projects, Dataiku allows you to maintain visibility and reduce risk as your AI portfolio scales.

Deep Dive on AI Governance

Build trust and drive impact at scale with AI. In this exclusive video series, hear real-life AI Governance strategies from experts across industries. Plus, go in-depth on Dataiku AI Governance capabilities.

Centralize Oversight With Dataiku Govern

Enforce consistent workflows and processes for AI Governance all in one place, from “traditional” machine learning to Generative AI projects.

Dataiku Govern brings:

  • Structured sign-off and approval requirements, including the ability to block deployment without proper compliance. 
  • Registries for a centralized way to see all AI models and project bundles in one place — including large language models (LLMs) for Generative AI oversight.
  • Project value and risk qualification matrixes for a standard way to compare initiatives and determine oversight requirements.
  • Specific frameworks for accelerating regulatory readiness (e.g., with the EU AI Act).
Dive Deeper on Dataiku Govern Features & Functionality
Screen showing Kanban view of Dataiku Govern for a global look at project status
Screenshot of Dataiku showing the project flow and recent modifications to the data pipeline

Bake Transparency Into Data Pipelines
& Projects

Dataiku, the Universal AI Platform, was designed from the ground up with an eye for AI Governance. 

Each Dataiku project has a visual flow that clearly represents the pipeline of data transformations and movement from start to finish — down to column lineage. Plus, every design decision and step is captured and displayed so current or future team members can clearly follow and explain the sequence of project logic, reducing onboarding times and supporting Responsible AI principles.

Watch the 12-Minute Dataiku End-to-End Demo
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.

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."

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

Build Trust With Robust Explainability Tools

Both technical and non-technical users can better understand the outcomes of machine learning models (including LLMs) in Dataiku with tools for white-box, explainable AI.

For example, Dataiku provides interactive reports for feature importance, partial dependence plots, subpopulation analysis, what-if analysis, and individual row-level prediction explanations. When it comes to Generative AI, Dataiku offers standard LLM evaluation metrics including LLM-as-a-judge techniques as well as statistical techniques for more trust and confidence in non-deterministic systems.

See How Dataiku Supports Explainable AI
IDC analyst logo
Choose Dataiku if you need an AI governance platform that prioritizes democratization, trust, and scalability. Dataiku distinguishes itself through powerful integration capabilities, robust governance features, and proactive customer service…

IDC Marketscape for AI Governance Platforms 2023

OHRA logo one of the largest direct insurers in the Netherlands
With … the implementation of an AI Governance framework within Dataiku, OHRA is able to apply stricter, standardized, and more transparent governance with little additional time spent.

Antal Nusselder

Lead Data Scientist at OHRA

Dataiku’s emphasis on AI explainability, ease of oversight, and a standalone AI Governance offering suited FSRA’s needs to operationalize its newly established AI Governance Framework.

convex
As a platform, Dataiku is elegant in its simplicity — it has the tools and the languages, and we can put governance and guardrails around it too.

Steve Perry

Head of Data Delivery at Convex Insurance

Maintain Consistent Project & Model Records

Dataiku automatically generates comprehensive, customizable, and shareable documentation for models as well as data and AI project flows:

  • AI Explain supports on-the-fly descriptions of Dataiku flows or individual flow zones.
  • Flow Document Generator produces more robust documentation of all objects within data or AI projects.
  • Model Document Generator produces one document detailing what the model does, how the model was built (algorithms, features, processing, etc.), how the model was tuned, and model performance.
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.

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."

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

Reduce the Risk of Negative AI Outcomes

From models treating certain populations unfairly to data or model drift and now risks around sensitive information or malicious acts with Generative AI, Dataiku has the tools you need to scale AI with ease.

Get robust tools to facilitate bias detection and drift analysis, plus built-in usage controls for data security when it comes to Generative AI applications — all with Dataiku, the Universal AI Platform.

screenshot of subpopulation analysis and PII detection for Generative AI in Dataiku to prevent negative outcomes from AI
Screenshots showing Dataiku data catalog and data quality features to organize data governance

Organize Data Governance for AI

At its core, Dataiku helps data owners and data governance teams improve, organize, and share their data at scale across the organization. With its data catalog, fine-grained access permissions, data quality views, and more, Dataiku supports the operationalization of your data governance efforts across the entire AI lifecycle. 

For broader data governance needs, Dataiku supports metadata management and popular enterprise cataloging tools for an even more comprehensive data governance strategy.

Learn More About How Dataiku Supports Data Governance
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.

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."

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

Consolidate & Future-Proof Your Tech Stack

Unite your people, data, governance, and technology with Dataiku, the Universal AI Platform. That means one central place for AI Governance, XOps (including DataOps, MLOps, LLMOps), and more — all under one roof. 

Plus, thanks to Dataiku’s aggressively agnostic approach, you can future-proof your organization by allowing for technology optionality, no matter what the new hot tech of tomorrow might be.

Ready to Get Started?

Contact us to see how Dataiku, the Universal AI Platform, can help you bring your AI Governance efforts under one roof.