After launch rallies, accounts go out; usage crashes in two weeks. Post-mortems blame change resistance—yet spot checks show many cannot handle rejection, find work orders, or dare submit. Demo-video training equals no training. Go-live failure often means key roles were never certified competent.
Certification is not exam theater—it is completing three main paths and one exception path for the role.
Why Demos Still Leave People Unable
Demos use perfect data. The floor has missing attachments, wrong org picks, edits after submit. Untrained, people revert to WeChat for proxy operators. Proxy habit means IT or heroes leave traces—stats say "someone uses it"; the org has no capability.
Training after go-live meets formed habit—and habit beats class.

Make Training a Go-Live Gate
- Each key role lists paths they must complete alone—uncertified cannot be sole operator.
- Exception paths (reject, change order, supplement) must be practiced—main path alone breaks on exceptions.
- Log proxy work to the covered role—continuous proxy means certification failed.
- Spot-check hands-on four weeks after launch—not attendance sheets.
The XYN digital intelligence system uses configurable apps to shrink learning surface—but role certification still matters. Training and certification before go-live give software a chance to be used. Used well, failure is not miswritten as missing features.
