Capture clues
Live team discussion becomes timestamped product clues with speakers, source segments, confidence, and intent.
Capture what the team actually decided, compile it into deterministic UI operations, then play the result into a frontend tree your product can inspect, test, and roll back.
Liveduel treats discussion as structured input, so the resulting frontend can be replayed instead of guessed.
Live team discussion becomes timestamped product clues with speakers, source segments, confidence, and intent.
Those clues are resolved into deterministic UI operations: add a hero, create process steps, place proof, set the CTA.
The operation stream is played into a frontend tree, making each generated change inspectable, repeatable, and testable.
If a generated change is wrong, Liveduel lets users return to the previous 30 second window. Teams can compare the current 60 second span against the prior state and replay the interface from the correct point.
Use the 60s comparison to keep momentum without losing the last correct frontend state.