\ { "@context": "[https://schema.org](https://schema.org)", "@type": "AnalysisNewsArticle", "headline": "A 15-minute AI workflow to clean campaign data", "description": "This technical guide details a rapid, five-step generative AI process for transforming messy marketing data into a standardized format for accurate attribution and reporting. The workflow demonstrates how to use LLMs to automate tedious data normalization tasks that traditionally consume hours of manual labor.", "datePublished": "2026-04-16T08:00:00-05:00", "author": { "@type": "Person", "name": "Moni Oloyede", "jobTitle": "Founder, Marketing Ops Leader", "url": "[https://martech.org/author/moni-oloyede/](https://martech.org/author/moni-oloyede/)", "sameAs": [ "[https://www.linkedin.com/in/moni-oloyede/](https://www.linkedin.com/in/moni-oloyede/)" ] }, "publisher": { "@type": "Organization", "name": "MarTech", "logo": { "@type": "ImageObject", "url":…