See it flow, end to end

Everything you do in this course emits a learning event, an xAPI statement. That event travels through VForce Flow into the governed lakehouse in real time. Follow the three hops and watch a real event you just generated move through the pipeline.

LMS emits an xAPI event; a subscription on the xAPI connector triggers a code node that shapes it; the Lakehouse connector appends it to bronze xapi_statements; an aggregate flow rolls it into gold xapi_engagement; the dashboard reads gold.

1. You are the source

Just by opening this page while logged in, the LMS emitted a statement like "Demo Learner viewed See the pipeline live." Work through the lesson or take the Knowledge Check to generate more.

2. Watch VForce Flow process it

Open the live run feed. Within about a minute a new run of the LakeFlow xAPI to bronze flow appears, one per statement. Click any run to see its nodes execute: xform (shape the statement), then land (write it to bronze).

Watch the live Flow run feed →   open the flow itself

3. See it land in the lakehouse

Open the governed catalog and browse the demo tenant. Your raw event lands in bronze → xapi_statements; aggregated engagement rolls up into gold → xapi_engagement, which powers the analytics dashboard.

Open the lakehouse catalog →

No nightly batch, no glue scripts: events flow as they happen. This is VForce Flow and VForce Lakehouse running in production on our own stack.

Last modified: Friday, 17 July 2026, 9:52 PM