Doug Bryan
Doug Bryan leads the data science services practice at RichRelevance. Prior to joining RichRelevance he was the VP of Analytics at iCrossing/Core Audience, a digital ad agency and DMP owned by Hearst. Earlier roles include co-founder of paid search auto-bidder startup OptiMine; technical director at KXEN, specializing in customer lifecycle management applications of predictive analytics; product recommendations team lead at Amazon.com; manager at Accenture’s Center for Strategic Technology Research, and research staff and lecturer in computer science at Stanford University.

A Multichannel Identity Crisis: How to Solve Your User Matching Problems

Did you know that almost half (48%) of page views are anonymous? I suppose this wouldn’t be so concerning if it didn’t result in 13% anonymous purchases.

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Omnichannel Personalization Means Mobile First, and This Time We Mean It!

Can a better user experience disrupt an industry? I don’t mean digital-only experiences like Angry Birds or FarmVille, but industries with physical assets and high marginal costs like taxis and 200,000 square foot stores.

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Always Be Reactivating

Customers typically go through a series of lifecycle phases including prospect, acquisition, cross-sell, fading, churn (a.k.a. attrition), and reactivation (a.k.a. win-back). In subscription-based products like cable TV and magazines, churn is well-defined: if the don’t renew then they churned. 

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