Home Ad Exchange News Aggregate Knowledge CEO Paul Martino On Big Data, DSPs and New Funds

Aggregate Knowledge CEO Paul Martino On Big Data, DSPs and New Funds

SHARE:

Aggregate KnowledgeAggregate Knowledge announced today that it raised $9 million in a round led by OVP Venture Partners and with additional participation from Kleiner Perkins Caufield and Byers, DAG Ventures, and its original existing angels. See the release.

AdExchanger.com asked Martino about Aggregate Knowledge business and the funding environment for ad technology today.

AdExchanger.com: In the release on your new round of funding, “harnessing big data” is discussed. What is “big data”? And what might a typical client look like with “big data”?

PM: Big data means the ability to efficiently process tens of thousands of data transactions per second (DTPS) from advertiser site traffic (e.g. page views, clicks, purchases, any custom action), 3rd party data from data networks and data exchanges, and campaign data (e.g. impressions, clicks).

AdExchanger.com: Given your Aggregate Knowledge Discovery Platform, where does AK fit in the demand-side platform world? Are you a competitor, a partner, etc. to DSPs like MediaMath, CPM Advisors, [x+1], AppNexus, Invite Media, Turn, Adbuyer.com, etc.?

PM: We consider DSP platforms as partners because we do not handle media buying. We allow agencies to centralize the management of their audience data and segments and then distribute those targetable audience segments to not only DSPs, but also real-time bidders, dynamic creative vendors (including AK), and analytics platforms (including AK).

AdExchanger.com: What’s the funding climate like these days for ad tech companies?

PM: There is definitely more activity, but VCs are a lot more rigorous in their due diligence. Getting really competitive term sheets really depends on the management team, the existing customer base, the product vision, and the technology.

By John Ebbert

Must Read

Scales and hands touching the bowls with index fingers from opposite sides. Arguments, evidence and tricks in trial. Concept of judging, trial and justice

The FTC Bars Kochava From Selling Sensitive Data Without Consent

It’s been nearly four years since the Federal Trade Commission first accused Kochava of selling highly sensitive location data. Now, the two have finally reached a settlement.

Comic: CTV Tracking

Upfronts Advertisers Say They Want Outcomes – And Amazon Licks Its Chops

Amazon has packaged a handful of upgrades to its ads measurement solutions, obviously catered to TV and streaming media advertisers.

AdExchanger Senior Editors Anthony Vargas and Alyssa Boyle.

POSSIBLE 2026: AdExchanger's Hot Takes

AdExchanger Senior Editors Alyssa Boyle and Anthony Vargas share their takeaways from three days chatting about agentic AI at POSSIBLE.

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

Reddit Reports A 75% Boost In Q1 Ad Revenue As It Reaches For 100 Million Daily US Users

Generative AI search has pushed traffic off a cliff across most of the internet, but not on social platforms. Reddit included.

POSSIBLE 2026: Can AI Help Agencies Finally Break Down Those Silos?

Domenic Venuto, indie agency Horizon Media’s chief product and data officer, sat down with AdExchanger during POSSIBLE at the Fontainebleau in Miami to unpack the role of AI in today’s media and advertising landscape.

Google Touts Its AI Ad Tech Adoption And New AI Max Features

Google announced new features and ad types for AI Max, its AI-based bidding product for search and shopping or sponsored product ads. The company also touted “hundreds of thousands” of advertisers using AI Max.