Product
Designing adaptive itineraries with live signals
How we keep WAYO plans coherent when weather, transit, and crowds shift unexpectedly. This is the playbook that blends automation with traveler control.
Signals we watch before nudging your day
Every itinerary is scored against live inputs—precipitation windows, metro delays, reservation buffers, and even daylight hours. We recompute travel time and energy cost, then surface the gentlest possible change: reorder, swap, or add a nearby alternative.
Weather-aware pacing
We front-load outdoor stops before incoming rain bands, then hold museum windows as backups. When the sky clears, we return you to your original path without losing tickets.
Transit reality checks
If a metro line slows down, we offer walking alternates or nearby stops instead of simply adding minutes. Your map and time budget update together.
Low-connectivity mode
Your confirmations, directions, and handoff messages cache offline. We summarize changes in fewer than 320 characters so they’re easy to read over SMS if needed.
Guiding principles
Signals first, not vibes
Weather swings, transit outages, and venue hours are checked before we suggest a change so you don’t chase ideas that are already impossible.
Local rhythm awareness
We weigh rush hours, prayer times, and local holidays to keep walking legs realistic and avoid closed doors or packed trains.
Connectivity optional
Offline-ready directions, cached maps, and SMS-level summaries keep the plan usable when roaming data is spotty.
- Two-step verification for reroutes so nothing changes without your confirmation.
- Graceful degradation to static schedules if a data provider is delayed.
- Clear audit trails that show why each adjustment was recommended.
How a change becomes a suggestion
1) Detect
We ingest alerts every five minutes from transit, aviation, and weather partners—plus community reports.
2) Model
We recalc your route with new travel times, venue hours, and reservation buffers to see if your plan still holds.
3) Propose
We suggest the smallest viable adjustment with clear reasoning and a map preview. You accept, decline, or snooze.
Example
Sun showers in Taipei
Light rain overlaps your hike window. We move the hike earlier, swap lunch to a covered market, and leave buffer to dry off before your evening reservation.
Try it yourself
Turn on adaptive mode for your next plan and watch how softly we adjust your day when conditions change.
Explore the plannerLive lab
Test a real-time adjustment
Pick a scenario to see how WAYO reshapes a day without breaking your pacing.
Playbook
Move outdoor anchors earlier and protect tickets
We apply this sequence in the background and show you the reasoning before anything changes.
- 1
Front-load terraces and hikes before the rain band.
- 2
Swap lunch into a covered market with live availability.
- 3
Hold museum window as a pinned backup with offline QR codes.