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Dataiku for Enterprise AI

Brainstorming Session
Dataiku for Enterprise AI, is a platform democratizing access to data and enabling enterprises to build their own path to AI in a human-centric way.
Advantages of Dataiku Enterprise AI

Enterprise AI isn’t just a trend or something to be leveraged for one-off projects and use cases.

 

The ability to become a true AI enterprise by successfully scaling and employing robust data methodology at all levels of the company is an organizational asset pivotal to the success of businesses of the future, no matter what industry.

 

In other words, companies that start today and are able to build their capacity to leverage Enterprise AI now are building the foundation for the future of the business. This future is one where only companies augmenting human capital with AI survive.

How Does Enterprise AI Happen?

A lot of businesses struggle to get started on their Enterprise AI journey over the years, while many have also thrived. The companies that succeed are the ones that go beyond leveraging Enterprise AI for one particular project or use case and instead focus on scaling it out to a level that will sustain the business in the future.

 

Scaled Enterprise AI companies manage to build a foundation for data science, machine learning, and AI at an organizational level. In addition, they:

  • Briing all people together around AI efforts, from business people to analysts and data scientists. Enterprise AI companies leverage horizontal (team-wide) and vertical (cross-team) collaboration.

  • Iterate rapidly on a spectrum of data applications, whether that means building out a self-serve analytics platform or fully operationalized AI integrated with business processes. 

  • Priortize responsible AI, including sound governance practices and sustainable systems that will be agile and open to changing technological needs. With future exponential growth in the number of AI projects, the number of people contributing to such projects, and the number and size of data in such projects, elasticity amidst enterprise AI companies is critical.

Dataiku: Your Path to Enterprise AI

Dataiku is one of the world’s leading AI and machine learning platforms, supporting agility in organizations’ data efforts via collaborative, elastic, and responsible AI, all at enterprise scale.

 

Dataiku is:

  • End-to-end with one simple UI for data wrangling, mining, visualization, machine learning, deployment, and monitoring.

  • Collaborative, with a team-based user interface accessible to anyone on a data team, from data scientist to business analyst.

  • Operationally ready, with the ability to go from design to production smoothly.

Collaborative Data Science with Dataiku DSS

Dataiku DSS is the collaborative data science software platform for teams of data scientists, data analysts, and engineers to explore, prototype, build, and deliver their own data products more efficiently.

If you want a data science platform that would allow you to solve our business use cases very quickly, Dataiku is the collaborative platform, which is agile, flexible, repeatable and traceable. 

Model and Predict

Leverage Machine Learning technologies (Scikit-Learn, MLlib, TensorFlow, Keras, etc.) in a visual UI. Build & optimize models in Python or R and integrate any external ML library through code APIs (SageMaker, Google Cloud AI, ACS, etc.) Get instant visual & statistical feedback on model performance.

Deploy and Run

Bundle your whole workflow as a single deployable package for real-time predictions with Dataiku REST API.  Monitor your live data in-production with dashboard and data validation policies (e.g., model metrics, drift, data consistency, etc.) If something’s off, get notified and easily roll back to a previous version.

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