Dataiku Named a LEADER in the IDC Marketscape — AI Governance Platforms 2023
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. It is suitable for businesses of all sizes and has a user-friendly interface that enables users with varying levels of technical expertise to efficiently harness the potential of AI.
IDC Vendor Profile: Dataiku
In terms of its other aim — to be the primary tool for orchestrating, managing, and governing data science activity throughout the organization — Dataiku has amassed significant capabilities. Current customers reported to IDC that Dataiku had become their primary tool for coordinating data science work.
The Total Economic Impact™️ of Dataiku
Customer interviews and financial analysis found that a composite organization experienced benefits of $23.5 million over three years and an ROI of 413% with Dataiku. Plus, 80% time savings on manual processes, reduced costs, and improved decision making on key business activities.
In addition to these quantified benefits, Dataiku is also helping customers develop Generative AI use cases. The latest Forrester research suggests Generative AI-powered applications are not built on a single large language model (LLM), but rather require different models to fulfill different tasks. Interviewees in the TEI study noted their organizations look forward to leveraging more and more of the Dataiku platform and its LLM Mesh functionality to drive efficiencies and help innovate.
The LLM Mesh will allow us to innovate in an agnostic way, which is of the essence when it comes to data security and compliance.
— Analytics & Data Science Product Owner, Pharmaceutical Company
Get the full study to dig into the key findings, benefits, and more.
2022 Data Science & Machine Learning Market Guides
Magic Quadrant™ for Data Science and Machine Learning (DSML) Platforms, in 2022, Gartner released two separate Market Guide reports on the ever-evolving DSML platform market: Market Guide for Multipersona DSML Platforms Market Guide for DSML Engineering Platforms
Data Science & Machine Learning Bake-Offs
2022 GigaOm Radar Report for Machine Learning Operations (MLOps)
2023 GigaOm Radar Report for Data Science
Develop, deploy, monitor, and maintain machine learning models, all in a single platform. For both batch and real time scoring, the deployer is the central place where operators can manage versions of Dataiku projects and API deployments across dev, test, and prod environments.
Automatic drift detection and retraining, experiment tracking and model comparisons, and a model evaluation store help teams make informed decisions about the best models to deploy in production.
Constellation ShortList™ Self-Service Data Science & Machine Learning
Constellation ShortList™ MLOps
Dataiku was recognised as a one of the 6 top data science and machine learning companies for early adopters and one of the top 13 MLOps solutions to know.
Constellation evaluated over a dozen self-service data science and machine learning solutions in the market and found that Dataiku is one of the strongest products in terms of helping analysts, data-savvy business users, and data scientists perform advanced analytics analyses, including predictive analysis and machine learning. Constellation also found Dataiku to be a market leader in MLOps when looking at over 20 solutions in that market category.
Dataiku was named as a Leader in the Machine Learning Software Data Quadrant.
Dataiku was also top rated in 4 capabilities (availability and quality of training, quality of features, usability and intuitiveness, and vendor support) and 3 features (data ingestion, data pre-processing, and feature engineering).
With the support of our investors, Dataiku continues to drive exponential growth year over year, serving more than 450 customers and 45,000 users around the world.
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