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.
Most “real-time” AI pricing tools actually refresh on delays that can cost brands margin — here’s how to test the gap.
AI-powered localization QA tools catch cultural missteps before launch, cutting campaign recall risk and protecting global brand budgets.
Most AI vendor uptime SLAs promise 99.9% but pay out almost nothing when broken — here’s how to test the fine print before you sign.
Most AI meeting-summary tools save time on notes but quietly add review work — here’s how marketing teams should actually evaluate them.
AI budget simulators promise to model spend scenarios before you commit dollars — here’s how to evaluate them without buying hype.
Vendor carbon claims often don’t survive scrutiny. Here’s how marketing teams can verify AI sustainability data before signing.
AI market research reports are fast and cheap, but brands need a clear framework before trusting them over traditional firms.
An AI-powered marketing calendar promises smarter campaign sequencing. Here’s how to test one before it plans your next quarter.
AI agents now negotiate vendor renewals directly. Here’s the governance framework marketing procurement teams need before handing over the keys.
A brand-side comparison of AI trademark and brand-safety scanning tools, with a framework for vetting accuracy, coverage, and false-positive rates.