How the founder of Elogic Commerce deployed AI agents inside a 200-person ecommerce agency and what actually moved the P

A lot of AI content out there is written by people who've never had to defend the results on their own balance sheet. This post is different — it's about what our founder Paul Okhrem built inside Elogic Commerce and Uvik Software before he ever took on an external AI consulting engagement. The short version: roughly 30% operational efficiency gains from AI agents in production across both companies. Here's the honest breakdown of how that happened and what we learned. The background nobody usual