The Challenge

An online education platform was spending 4-5 hours manually setting up each new course. With 99 courses launched per year, this meant nearly 500 hours annually consumed by repetitive, error-prone data entry across multiple systems.

Each course setup required manually configuring the learning management system, creating pages, uploading materials, setting permissions, and cross-referencing data across platforms. The process was tedious enough that team members dreaded it — and mistakes were common.

The Solution

We built a two-layer automation combining n8n for data orchestration and Browserflow for browser-based UI automation where APIs weren't available.

How it works:

n8n Workflow: Processes course metadata, validates data, and orchestrates the setup sequence across systems.
Browserflow Integration: Handles the browser-based steps — navigating the LMS admin panel, filling forms, clicking through multi-step wizards, and configuring settings that only had a UI interface.
Traffic Light Dashboard: A monitoring dashboard shows the status of every course setup with a green/yellow/red system, so the team can instantly spot any issues that need manual attention.
1-Minute Manual Review: After the 6-minute automated setup completes, a team member spends just 1 minute reviewing the result and confirming everything looks correct.

The entire solution was designed for resilience — if any step fails, the dashboard flags it immediately and the team can intervene on just that specific step rather than redoing the entire process.

The Result

Time per course: From 4-5 hours down to 6+1 minutes (6 min automation + 1 min manual review)
Annual time saved: ~480 hours per year
Error rate: Near-zero — automated consistency eliminates manual data entry mistakes
Team morale: Course setup went from the most dreaded task to a non-event

The platform now launches courses faster, with more consistency, and the team redirects those 480 hours toward what actually matters — creating great educational content.