Home AdExchanger Talks Podcast: Nate Woodman Says Brands Will Eventually Own Proprietary Machine-Learning Models

Podcast: Nate Woodman Says Brands Will Eventually Own Proprietary Machine-Learning Models

SHARE:

Welcome to episode No. 8 of AdExchanger Talks, a podcast focused on data-driven marketing. Subscribe here.

According to Nate Woodman, GM of demand solutions at IPONWEB, the deployment of brand data in the media-buying arena is at an early stage. His pet thesis: Now that CRM activation in programmatic is common, the next challenge will be the development of proprietary machine-learning models that are owned and controlled by brands.

“Most CRM data is activated through a DSP,” Woodman says in this latest episode of AdExchanger Talks. “That supports a segmentation strategy, but to drive real performance out of a system requires a machine-learning model, which can hit performance targets in a vastly superior way to segment-based buying.”

A tiny club of big marketers, such as Netflix, have initiatives in place today around proprietary algorithmic IP. And other performance-focused verticals like banks may be positioned to do so. But it’s a steep climb.

“The challenge to the industry, and it’s a daunting one, is to find a way to spread proprietary algorithms across programmatic platforms,” Woodman said. “Most brands aren’t even close to realizing this vision, but some are making overtures in the direction of proprietary machine-learning models.”

He added, “I don’t know that it’s going to go there, but it’s a vision.”

Also in this episode: Woodman talks about IPONWEB’s unique place in ad tech history, its current strategy and the evolution of the agency trading desk model.

Must Read

Pinterest Acquires CTV Startup TvScientific (Didn’t CTV That Coming)

Looks like Pinterest has its eyes – or its pins, rather – fixed on connected TV.

Kelly Andresen, EVP of Demand Sales, OpenWeb

Turning The Comment Section Into A Gold Mine

Publisher comment sections remain an untapped source of intent-based data, according to Kelly Andresen, who recently left USA Today to head up comment monetization platform OpenWeb’s direct sales efforts.

Comic: Shopper Marketing Data

Shopify Launches A Product Network That Will Natively Integrate Items From Across Merchants

Shopify launched its latest advertising business line on Wednesday, called the Shopify Product Network.

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

Criteo Lays Out Its AI Ambitions And How It Might Make Money From LLMs

Criteo recently debuted new AI tech and pilot programs to a group of reporters – including a backend shopper data partnership with an unnamed LLM.

Google Ad Buyers Are (Still) Being Duped By Sophisticated Account Takeover Scams

Agency buyers are facing a new wave of Google account hijackings that steal funds and lock out admins for weeks or even months.

The Trade Desk Loses Jud Spencer, Its Longtime Engineering Lead

Spencer has exited The Trade Desk after 12 years, marking another major leadership change amid friction with ad tech trade groups and intensifying competition across the DSP landscape.