Knowledge base
Stream-end batch handoff vs continuous wave tagging
Stream-end batch handoff compared with Continuous wave tagging for fulfillment planning.
Release-wave clarity before warehouse intake
Orders stay pooled until the stream ends, so the warehouse receives one large handoff that still needs manual separation. Orders are tagged into release waves while the session is still live, so the first warehouse handoff already carries a defined queue boundary. Continuous wave tagging is stronger when the team wants the first release wave to start with clean segmentation instead of reconstructing it after the stream closes.
Handoff ownership at cutoff
Ownership often changes late because the same end-of-stream batch is being reviewed by multiple teams at once. One owner can publish the stream handoff cutoff and release note before the warehouse starts intake for the current wave. Wave tagging reduces ambiguity by forcing the cutoff owner and handoff note to be declared before the session backlog becomes urgent.
Backlog spillover into the next wave
Late-session orders frequently bleed into the first warehouse wave because the queue boundary is discovered too late. Later orders are already tagged for the next wave, so the first handoff can close without absorbing hidden spillover. Continuous tagging is better when the business needs one stable first wave and a clean next-wave boundary instead of one mixed stream-end batch.
Best for
- Live-commerce teams deciding whether stream-close batching is simpler than tagging release waves continuously during the session
- Operators who need the first warehouse handoff to arrive with a clear boundary between the current and next release wave
Risks to check
- A stream-end batch can overwhelm the warehouse with one mixed queue that still needs manual wave separation under time pressure
- Continuous wave tagging fails if the stream handoff cutoff and owner note are not kept current while the session is still moving
Recommended choice
Use continuous wave tagging when live-commerce orders must enter the warehouse with a defined first-wave boundary and the team cannot afford to discover spillover only after the stream ends.