Amazon's social media marketing teams operate across markets worldwide and touch multiple systems every day. Data that should flow automatically between tools often does not. Instead, employees copy information from one screen to another, handle purchase order updates manually, and update records across platforms that were never designed to talk to each other.

As AI agents became more powerful, Amazon’s social media team saw an opportunity to automate routine, time‑consuming tasks. While there were many AI tools on the market, most were designed for technical users and lacked the enterprise‑grade security and governance required to protect customer and company data. The team needed clear controls over what applications AI agents could access, what data they could view or transfer, which actions they could take, and when human approval was required.

Accuracy was non‑negotiable. When AI agents interact with production systems, small errors can have significant consequences. The team needed agents they could trust to execute tasks precisely and consistently. Just as important, the solution had to be dependable and low‑maintenance, delivering meaningful time savings without requiring employees to constantly monitor, correct, or manage the AI itself.