OAC Bot was the earlier Discord-based operations tool that eventually led to EMMA and the broader platform work around student-community infrastructure. It started as a practical way to handle recurring club workflows directly inside the community environment where users were already active.

The bot focused on simplifying day-to-day operational tasks such as membership-related workflows, coordination support, and administrative actions. As those needs grew, it became clear that a more structured event-management system was needed, which later evolved into EMMA.

OAC Bot was important because it exposed the real product requirements behind the later system design work. It showed where lightweight bot commands were enough, where dedicated interfaces were needed, and which workflows deserved a more formal application.

As a precursor project, OAC Bot provided the operational insight that shaped EMMA. It was the bridge between quick community tooling and a more complete event and membership-management system.