Home Data Oracle Adds Machine Learning Capabilities To Its CDP

Oracle Adds Machine Learning Capabilities To Its CDP

SHARE:
Oracle is sprucing up its customer data platform, CX Unity, with a little machine learning.

Oracle is sprucing up its customer data platform, CX Unity, with a little machine learning.

The platform will now support real-time behavioral data collection and personalization capabilities through Infinity, Oracle’s digital streaming technology. Infinity captures web event, app and point-of-sale data to help brands build realistic representations of the customer journey.

That previously required repeated and rigorous A/B testing, said Rob Tarkoff, EVP and general manager of Oracle Cloud CX and Oracle Data Cloud.

“But by applying machine learning to that, you can come up with predictions and insights based on a holistic set of data, and it doesn’t require you to do one-off activities,” he said.

Marketers can use ML in this context to anticipate the best possible discount to offer at the beginning of a conversation with a customer, for example, or to reduce the number of touches required for a sale.

CX Unity launched in 2018, right around the time Salesforce and Adobe started ginning up their own CDPs. The marketing clouds have gone big on CDPs after a slow start and initial skepticism about the need for CDP technology.

But Oracle differentiates itself with what Tarkoff calls “a true one-platform story” – as opposed to “the fake news we hear from some of our competitors who only like to talk about a single platform.”

Take Salesforce, he said. Einstein, the AI layer within Salesforce’s platform, is built on Amazon Web Services; ExactTarget runs on Azure; and other parts of Salesforce are built on Salesforce’s own proprietary stack. But Oracle weaves AI into its offerings consistently across platforms, including its CDP, Tarkoff said.

“Our ambition, and a big one for Larry [Ellison], is to have a single platform orientation and to automate and engineer the front office processes as much as the backend office processes,” he said.

What that means in practice is capturing and applying signals regardless of where they come from.

Field service is a good example. Last year, Oracle introduced a Service Logistics Cloud that helps service departments collaborate, share data and manage their supply chains. Through a combination of Service Logistics and CX Unity, it would be possible to send a signal to a field technician if they need to reroute their schedule because a part they need for a job isn’t available until later in the day.

“While we do all of the marketing use cases that traditional CDPs are expected to do, like campaign suppression, personalization and real-time segmentation,” Tarkoff said, “our view is that customer intelligence expands way beyond marketing.”

Tagged in:

Must Read

Comic: S.P. O’Middleman’s

How SPO Helped This Indie Agency Cut Its SSP Partners To Single Digits

Goodway Group has reduced the number of SSPs it works with from about 20 at the end of 2024 to just single digits today.

Comic: The Mobile Freight Train

CloudX Takes A Swing At Black‑Box Mobile UA With Agentic Buying Tools

CloudX, which makes AI infrastructure for app publishers, is expanding from monetization to agentic buying for user acquisition.

The Trade Desk Forms A Travel And Hospitality Media Network

The Trade Desk expanded its relationships with a host of travel, hospitality and mobility-focused commerce media partners, including Uber Advertising, Booking.com, United Airline’s Kinective Media and MARRIOTT MEDIA.

Privacy! Commerce! Connected TV! Read all about it. Subscribe to AdExchanger Newsletters

Fox Announces Plans To Acquire Roku For $22 Billion

It’s long felt like a foregone conclusion that Roku would eventually get gobbled up by a much bigger fish. Now, the day has finally arrived.

What Platforms Say Will Bring Bigger Ad Budgets To Digital Audio

To close the gap between digital audio ad spend and audience engagement, audio platforms want to get more deeply embedded in omnichannel campaign planning tools.

AdExchanger's Big Story podcast with journalistic insights on advertising, marketing and ad tech

Programmatic TV Home Screens And Gaming Ads For Kids

How can companies put ads in new places without hurting the user experience? Smart TV makers, like Samsung, are adding programmatic ads to the home screen, and Roblox will now show ads to users under 13. We examine the trade-offs as platforms expand their ad footprint.