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: Weather Bar

Neuroscience And AI Are Transforming The Weather Company’s Measurement Stack

TWC is building a monetization model that treats weather as both a contextual and an emotional signal, and it’s using AI sales agents to bring it to market.

The Largest Shopping Mall Operator Has Its Own Retail Media Network

Simon Property Group, the largest shopping mall operator in the world, is taking its biggest step yet into the world of data-driven advertising. On Thursday, the company launched Simon Media Network, its version of a retail media network.

The Trade Desk’s Zuma Update Adds A Host Of AI-Powered Easy Buttons To Its Kokai Platform

TTD is introducing agentic AI workflow improvements and automated audience building, which are quickly becoming table stakes for programmatic platforms.

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

NBCU’s Streaming Strategy Involves Revisiting The Cable Playbook

In the modern streaming landscape, everything old is new again. At least that’s the case for NBCUniversal, which is trying to bring back bundled distribution deals and appointment viewing.

Joel Meyer, Chairman, Prebid.org

New Chairman Joel Meyer Dishes On Prebid’s Reset For The Agentic Ad Tech Era

OpenX CTO Joel Meyer, who was named Prebid’s new chairman, previews the org’s next phase and helping publishers navigate competing agentic protocols.

These are the days of our lives

After Years Of Fighting LGE, Alphonso Is Headed For An IPO – Unless Comcast Or The Koch Brothers Get There First

Alphonso – LG’s ad tech division – finally has a way out of its legal drama with parent company LG Electronics. Actually, it has three potential options.