Author: Ava Patterson
Ava Patterson
Ava is a San Francisco-based marketing tech writer with a decade of hands-on experience covering the latest in martech, automation, and AI-powered strategies for global brands. She previously led content at a SaaS startup and holds a degree in Computer Science from UCLA. When she's not writing about the latest AI trends and platforms, she's obsessed about automating her own life. She collects vintage tech gadgets and starts every morning with cold brew and three browser windows open.
AI identity resolution is rewriting how brands measure creator campaign ROI. Here’s how to evaluate CRM platforms that stitch fragmented signals into accurate conversion attribution.
Before deploying autonomous AI for campaign execution, CMOs need governance frameworks covering workflow design, data quality, and interoperability to manage risk and protect ROI.
Learn how brand creative directors can apply Adobe’s taste-and-storytelling model to set human-override policies that protect brand voice in AI-automated campaign workflows.
Dotdigital’s identity refresh exposes a critical vendor evaluation gap: how brands can separate genuine human-AI balance from automation theater in MarTech selection.
Platform-agnostic AI media buying lets humans set creative strategy while AI handles testing and distribution, driving lower CPA across TikTok, YouTube, and Pinterest.
Learn how to evaluate AI-powered UGC localization platforms that automatically adapt fan videos for regional markets—without manual editing or separate production budgets.
Learn how Canva’s AI-powered creator model gives brand teams a scalable template for building authentic creator community depth without manual one-to-one relationship investment.
AI agents recommend brands without leaving click trails. Here’s how to combine GEO infrastructure with CRM data to attribute revenue from silent interactions.
CMOs embedding brand ambassadors inside persistent AI agents must define governance, voice standards, and attribution frameworks before autonomous recommendations scale beyond human oversight.
Learn how brand agencies should design hybrid human-AI UGC routing logic based on category risk, audience sensitivity, and distribution channel to maximize efficiency and minimize compliance exposure.