Every completed job feeds the next arrival.
Partner finishes the delivery, assembly or install.
A 10-second observation prompt at the door.
AI structures the observation into operational fields.
Future drivers receive better arrival guidance.
Help the next driver.
How was this arrival?
Operational information only. No personal resident data.
A running feed of what actually happens.
- 12 min ago
"Sat nav ends early."
- 34 min ago
"Visitor parking opposite."
- 1 hr ago
"Loading bay behind Unit 4."
- 3 hrs ago
"Use rear entrance."
Max 100 characters per note.
Estates where navigation hasn't caught up.
Identify estates where navigation may not yet reflect the built environment. Drivers on the ground can flag the six most common problems in one tap.
GET /arrival
A single endpoint returns the operational profile for any address in the coverage region.
arrival_scoreint 0–100Overall ease of arrival at this address.parkingstringParking condition: easy / difficult / restricted.entrancestringRecommended entrance and short guidance.loadingstringLoading bay reference, hours and dimensions.liftboolWorking lift present suitable for large items.stairsintFlights of stairs from entrance to unit.walk_distance_mintEstimated walk from safe unload to door.driver_notesstring[]Recent one-line factual observations.confidencefloat 0–1Confidence in the current profile.observation_countintNumber of verified arrivals contributing.{
"arrival_score": 87,
"parking": "difficult",
"entrance": "Use rear entrance via Industrial Rd",
"loading": "Bay 5, 09:00–16:30, height 3.6m",
"lift": true,
"stairs": 0,
"walk_distance_m": 42,
"driver_notes": [
"Sat nav ends early.",
"Loading bay behind Unit 4.",
"Use rear entrance."
],
"confidence": 0.91,
"observation_count": 18
}