Taylor and Luke, walk through exactly how the Prophit Engine system enables one person to deliver the work and outcome of three.This isn't about replacing people with AI. It's about what happens when you combine 12 years of methodology, a purpose-built data infrastructure, and an operator empowered by enterprise-grade tooling.In this roundtable replay, Taylor demos:How data infrastructure creates the foundation for fast decisionsThe planning process: marketing calendar → financial forecast → daily targetsStatlas dashboard: from contribution margin to campaign-level actionsThe Hierarchy of Metrics: diagnosing problems top to bottomCreative demand planning: how many ads, what products, which momentsOutlier engine: why 3.5% of ads drive 66% of spendHow AI context layers are making Prophit Engineers move 10x fasterLuke walks through:Creative analytics: spending power, outlier rates, activation economicsHow to turn creative production from gambling into mathKey stat: 3% forecast-to-target accuracy across $3B+ in managed revenue.Show Notes:Go to https://www.chargeflow.io/ and use CF30 to recover chargebacks free for 30 days.Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engineThe Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have