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The Data Doppelgänger problem

Somewhere inside your CRM is a customer who does not exist. They open emails at impossible hours. They redeem promotions with machine-like precision. They browse product pages across three devices in under five minutes. They convert, unsubscribe, re-engage and transact again. On paper, they look highly active. In reality, they may be a composite of

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Salesforce targets telecom churn with AI agents

Salesforce introduced Agentforce for Communications, a set of prebuilt, telecom-specific AI agents designed to turn routine customer interactions into revenue and retention opportunities. The goal is to give teams the info to turn every billing question, service visit and quote request into an opportunity to increase customer loyalty and upsell.  Telecom needs new ways to

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GPC compliance must be a legal priority for U.S. marketers

This article was co-authored with Lucas Walshe, digital analytics consultant at fifty-five. Privacy is becoming increasingly important in the U.S. With more than 20 states now enforcing privacy laws, companies face a patchwork of regulatory requirements, further complicated by limited case law and formal guidance. However, the state leading the way — California — has

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Your technical debt is crushing your bottom line

Did you know technical debt costs global enterprises approximately $400 million annually? It’s a staggering amount of money, and that debt arises from — among other things —  a cultural resistance to change or budgetary limitations, which lead organizations to add new applications rather than replacing outdated systems.  Technical debt can accumulate practically anywhere in

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How to make your content stand out in the age of AI

AI has made publishing faster and easier than ever. And the result is saturation. As AI lowers the barrier to production, the web is filling with content that is technically sound, reasonably optimized and increasingly indistinguishable. When everything looks polished and competent, standing out becomes harder. AI has changed content output, but users still arrive

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Why we’re measuring creative ROI too narrowly

Marketing organizations have never had more visibility into performance. Dashboards track campaigns in real time, attribution models connect touchpoints to revenue and project management systems quantify output, timelines and cost efficiency with precision. Yet when it comes to creative work, measurement often narrows instead of expands. Creative teams are typically evaluated by throughput — how

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