APEX
An autonomous agent designed to completely replace human media buyers. It analyzes market trends, tests creatives, adjusts budgets, and tracks conversions via API integrations in real-time.
01 / The Problem
Human media buyers are limited by cognitive bandwidth. They can only test so many creatives, adjust so many ad sets, and analyze so much data before fatigue sets in. The result is wasted ad spend and missed micro-opportunities.
02 / The Solution & Architecture
I built APEX as an autonomous system that interfaces directly with the Meta and TikTok Ads APIs. It uses LLMs to interpret performance data, generate new hypotheses, and programmatically adjust bids and budgets 24/7. It doesn't sleep, it doesn't get emotional about losing ads, and it scales infinitely.
03 / The Impact
Currently in private beta testing. Early simulations show a 34% decrease in Customer Acquisition Cost (CAC) and a 10x increase in creative testing velocity compared to a senior human media buyer.