AI agents for operations teams in course businesses

The week before a cohort starts disappears into tabs: the Zoom room, the calendar invites, the welcome folder and the community space each need setting up, and the one you forget is the one students email about.

→An agent checks each live session across Zoom, the calendar and the syllabus board days ahead, builds the kickoff folder, and lists the gaps for you, so launch week stops being a scramble.

Drip dates drift from the syllabus because someone edited a module in a hurry, so a lesson stays locked or opens early, and you hear about it from a student on the first morning.

→An agent compares every module's release date in the platform with the plan each week, lists the mismatches, and drafts the change for your approval before students meet it.

The same student exists in the platform, the email list, the community and your roster under two addresses, and nobody can say with confidence how many people are really enrolled in the cohort.

→An agent lines the four lists up, proposes the merges, and writes one cohort roster you can trust, leaving you to approve each change before any record is altered.

The automation between checkout and the course platform fails quietly, so a handful of paying students sit without access until one of them emails, and then you hunt for the others.

→An agent reads the failure emails and run histories each morning, works out which students were affected, and gives you the list with a suggested fix before anyone has to write in.