Make Higher Information-Pushed Choices with DataRobot AI Platform Single-Tenant SaaS on Microsoft Azure

Organizations that wish to show the worth of AI by growing, deploying, and managing machine studying fashions at scale can now achieve this shortly utilizing the DataRobot AI Platform on Microsoft Azure. DataRobot on Azure accelerates the machine studying lifecycle with superior capabilities for fast experimentation throughout new information sources and a number of downside sorts. DataRobot identifies and recommends fashions which can be prepared to maneuver into manufacturing by mechanically testing and evaluating 1000’s of fashions, whereas these already in manufacturing are constantly monitored to make sure efficiency and compliance. This generates dependable enterprise insights and sustains AI-driven worth throughout the enterprise. 

DataRobot is on the market on Azure as an AI Platform Single-Tenant SaaS, eliminating the time and value of an on-premises implementation. AI Platform Single-Tenant SaaS are totally managed by DataRobot and exchange disparate machine studying instruments, simplifying administration. Distinctive to DataRobot, this service helps prospects with particular information administration or information sovereignty wants, in addition to organizations concerned about outsourcing the IT administration and arrange of recent software program purchases. Decreasing time to worth in deploying, upgrading, and managing the AI infrastructure, AI Platform Single-Tenant SaaS permits prospects to concentrate on producing extra worth, quicker, with AI.

Enterprises that use DataRobot on Azure get the data, expertise, and finest practices of information scientists from DataRobot. Additionally they achieve entry to greater than 200 merchandise and cloud companies on the Azure cloud platform designed to assist purchasers create new options to unravel at the moment’s enterprise challenges. Prospects can construct, run, and handle purposes throughout a number of clouds, on-premises, and on the edge, with the instruments of their alternative. The DataRobot AI Platform seamlessly integrates with Azure cloud companies, together with Azure Machine Studying, Azure Information Lake Storage Gen 2 (ADLS), Azure Synapse Analytics, and Azure SQL database. 

Flexibility and Scalability: Advantages of the DataRobot and Azure Integration

The DataRobot integration with Microsoft gives our prospects with versatile choices for procurement by way of the Azure Market, straightforward mannequin deployment within the Azure ecosystem, and built-in information connectors for Azure Synapse Analytics, ADLS Gen2, and Azure SQL Database. Fashions skilled in DataRobot will also be simply deployed to Azure Machine Studying, permitting customers to host fashions simpler in a safe approach. AI Platform Single-Tenant SaaS will be ubiquitously used throughout numerous Microsoft merchandise enabling extra AI builders throughout enterprises to scale enterprise impression. 

Immediately’s organizations are realizing success with enterprise-grade AI applied sciences for quick and safe enterprise development. The scalability of the Microsoft Azure cloud platform mixed with the highly effective machine studying capabilities of DataRobot’s AI platform Single-Tenant SaaS empowers prospects to develop their enterprise by dependable AI-driven choices.

Collectively, the DataRobot AI Platform and Azure present: 

• Safety, governance, and compliance of AI tasks. With built-in guardrails and automatic mannequin documentation for compliance,  have the arrogance you want to make enterprise choices shortly. You should have the flexibility to deploy a mannequin generated in  DataRobot for inferencing on Azure Machine Studying for geographic isolation, safety, and management over manufacturing fashions. The centralized, ruled DataRobot MLOps surroundings gives most flexibility for customers to determine which of the DataRobot really useful fashions they wish to leverage and the dimensions to assist sturdy inferencing by Azure Machine Studying. 

• The power to scale the productiveness of AI groups by simplifying complicated AI lifecycles.  DataRobot MLOps provides you all the pieces you want to scale AI in manufacturing, with one place to handle all fashions whether or not deployed contained in the DataRobot AI Platform or deployed on high of Azure Machine Studying. Your AI groups shall be outfitted with self-serve instruments, explainable automation, and handbook overrides to run a whole bunch of numerous fashions in minutes, permitting you to unravel enterprise issues quicker with much less danger to the enterprise. The intuitive DataRobot consumer interface and APIs make it straightforward for AI builders with completely different ability units to collaborate, enhance productiveness, and combine DataRobot with their present ecosystem. The mixture of fast experimentation and manufacturing simplifies the machine studying lifecycle, enabling AI groups to constantly monitor precious metrics together with the well being and accuracy of manufacturing fashions, and accelerating general time to worth.

• The aptitude to quickly construct an AI-powered group with industry-specific options and experience. Lastly, customers get entry to cutting-edge algorithms and mannequin blueprints, together with the newest in deep studying, that incorporate superior information science finest practices, developed by Kaggle-ranked information scientists in DataRobot. The platform empowers groups with a library of a whole bunch of industry-specific finest practices, use instances, and sources like notebooks and answer accelerators that expedite time to perception. 

Get Began with DataRobot on Azure

DataRobot AI Platform on Azure gives enterprises the safety and governance required to scale utilized AI. Guardrails and best-practices are embedded all through the AI lifecycle—from improvement to deployment—enabling specialised groups, similar to information science, IT, and enterprise consultants, to do extra with much less and collaborate collectively. This drastically improves productiveness of groups and permits them to scale enterprise outcomes. 

With built-in compliance documentation and automatic governance, the DataRobot AI Platform lets regulated industries scale AI with unprecedented pace and confidence. Monetary companies organizations can use DataRobot AI Platform on Azure to unravel enterprise challenges, similar to credit score danger administration, whereas remaining compliant with {industry} rules.

The DataRobot AI Platform is the subsequent technology of AI. DataRobot’s imaginative and prescient is to deliver collectively all information sorts, all customers, and all environments to ship vital enterprise insights for each group. DataRobot is trusted by world prospects throughout industries and verticals, together with a 3rd of the Fortune 50. For extra data, go to https://www.datarobot.com/.

DataRobot AI Platform is on the market by way of Azure Market.

In regards to the creator

Might Masoud

Information Scientist, DataRobot

Might Masoud is a knowledge scientist, AI advocate, and thought chief skilled in classical Statistics and trendy Machine Studying. At DataRobot she designs market technique for the DataRobot AI Cloud platform, serving to world organizations derive measurable return on AI investments whereas sustaining enterprise governance and ethics.

Might developed her technical basis by levels in Statistics and Economics, adopted by a Grasp of Enterprise Analytics from the Schulich College of Enterprise. This cocktail of technical and enterprise experience has formed Might as an AI practitioner and a thought chief. Might delivers Moral AI and Democratizing AI keynotes and workshops for enterprise and educational communities.

Meet Might Masoud