Ever find yourself at a red light, tapping your fingers and wondering when it’ll turn green? To make those pauses feel more predictable, we built a GrabMaps feature for driver-partners that shows a live countdown on the navigation screen, estimating how long the light will stay red or green.

How it works

The feature combines historical signal patterns with real-time traffic inputs to learn typical signal cycles for each junction. Predictive models then estimate how long the current phase is likely to last .It updates its predictions continuously as fresh data arrives. It prioritises reliability and will not show a countdown in case the available data is noisy or inconsistent.

We first piloted this feature among a small number of cities in Southeast Asia. Early feedback indicated that driver-partners felt more informed and less stressed with the countdown visible. Building on those results, we began a phased rollout in Manila, where the feature is now available across roughly 500 intersections.

Rollout plans

We are looking to roll this out to even more traffic junctions in Manila before launching this across more countries. This feature demonstrates how we can help ease a common frustration in a driver-partner’s work day with a thoughtful, data-driven solution.

We will keep improving the responsiveness and clarity of the countdown and will continue to iterate on the user interface as we learn from real-world use.

Komsan Chiyadis

GrabFood delivery-partner, Thailand

Komsan Chiyadis

GrabFood delivery-partner, Thailand

COVID-19 has dealt an unprecedented blow to the tourism industry, affecting the livelihoods of millions of workers. One of them was Komsan, an assistant chef in a luxury hotel based in the Srinakarin area.

As the number of tourists at the hotel plunged, he decided to sign up as a GrabFood delivery-partner to earn an alternative income. Soon after, the hotel ceased operations.

Komsan has viewed this change through an optimistic lens, calling it the perfect opportunity for him to embark on a fresh journey after his previous job. Aside from GrabFood deliveries, he now also picks up GrabExpress jobs. It can get tiring, having to shuttle between different locations, but Komsan finds it exciting. And mostly, he’s glad to get his income back on track.