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Mapping success: Boosting Angkas driver ratings and reducing allocation time by over 30% with Google Maps Platform

Google Cloud Results
  • Allocation time reduced by 30%+ and best-case allocation time cut from 10 seconds to instant matching

  • Driver app rating improved from 3.7 to 4.8 with reliable allocation

  • 15% reduction in pickup distance improves driver productivity and earnings and near-zero allocation complaints after migrating to Google Fleet Engine

  • 15-percentage-point increase in customers matched with drivers

  • Platform executes up to 30,000 allocation attempts per minute and scales horizontally

Google Maps Platform enabled Angkas to improve driver ratings from 3.7 to 4.8, eliminate complaints about driver allocation, and scale efficiently across the Philippines' underserved rideshare market.

Angkas needed to scale its motorcycle rideshare platform while improving driver allocation and reducing customer wait times in Manila's congested traffic environment. Google Maps Platform enabled a 15-percentage-point improvement in customers matched with drivers, near-zero allocation complaints, and driver ratings that jumped from 3.7 to 4.8/5 in 18 months.

Professionalizing the motorcycle transport industry using technology

Our strategy is to buy proven technology solutions rather than build everything ourselves. That allows our small team to focus on what makes us unique in the Manila market.

Josef Puchinger

Chief Technology Officer, Angkas

When Angeline Tham first arrived in the Philippines from Singapore, one of the first things she noticed was queues of people in the early hours of the morning. "I used to see these long lines at 6:00 AM. I thought it was because Filipinos are very hardworking," says Tham, founder of Angkas, a motorcycle taxi service. "Which is true, but I didn't realize it was really because of the lack of transportation options."

Metro Manila's transportation crisis is severe. Traffic congestion shapes every aspect of daily life, from career choices to personal relationships. "Even a journey of just 10 kilometers can take an hour or two," Tham says. "So you have to think twice if you want to date someone from a certain locality, or it has to be true love."

Motorcycles are a lifeline for millions of Filipinos, but before Angkas launched in 2017, motorcycle transport was informal and unregulated. Drivers were seen as second-class citizens with limited economic mobility. Tham saw an opportunity to professionalize the industry using technology, giving drivers dignified livelihoods while helping commuters reclaim hours of their lives each day.

By 2023, Angkas had established itself as the leading motorcycle rideshare company in the Philippines. But the platform's first-generation technology was hitting critical limits. The system couldn't handle peak demand, forcing the technology team to manually manage the number of active customers and drivers at any given time. Driver complaints about allocation issues dominated feedback. Technology was the bottleneck preventing business growth.

"When I joined Angkas two years ago, I found myself in many meetings where we were always having to say about technology: 'No, we can't do that, we're not ready, we need lead time,'" says Josef Puchinger, CTO of Angkas. "Now with the new generation of technology, technology is no longer a barrier for expansion."

An Angkas driver riding a bike

Transforming driver matching in six months

When Puchinger joined Angkas in 2023, he knew the company needed a complete technology overhaul. The challenge was daunting: build a next-generation platform in months, not years, while operating in a market with tight margins. The average two-wheel ride in the Philippines costs less than $2 USD, with only a small portion of the fare going to the platform operator.

"Our strategy is to buy proven technology solutions rather than build everything ourselves. That allows our small team to focus on what makes us unique in the Manila market," Puchinger says. "I focus my small internal technology team on building the glue between components and on building the key differentiators."

Google Maps Platform emerged as the obvious choice. As an independent technology partner, Google Maps Platform allows Angkas to avoid dependencies on competitors who monetize similar mapping and mobility solutions in the market. This independence and the technical maturity were key factors in the decision.

The scalability of Google Mobility Services allows us to attempt matchmaking much more aggressively. If we don't find a driver immediately, we can try again and again without overloading the system. That's critical because customers book on multiple apps simultaneously — whichever platform allocates first wins the booking.

Josef Puchinger

Chief Technology Officer, Angkas

Working with Navagis, a Google Maps Platform Partner with deep expertise in mobility solutions, Angkas completed the migration in just six months — a timeline Puchinger initially thought impossible. "When I had the first call with the founders, they told me about revamping the technology in this time period, and I had to laugh a little bit," he says. "I said, no way, not possible."

A group of Angkas drivers

The continuously growing platform's Places API data ensures a constant increase in precision pickup and drop-off locations — critical in a market where accurate matching means the difference between winning and losing customers. Fleet Engine offered driver matching, automatically connecting customers with the best available drivers and reducing wait times.

"Fleet Engine enables us to focus our small technology team on building supply-driven matching logic on top of Fleet Engine. This includes micro service area management, consideration of driver preferences, and other optimizations specific to the Manila market," says Puchinger. Those local enhancements — "level two filtering and sorting"— account for Manila's unique supply situation, driver behaviors, and customer expectations.

The partnership with Google Maps enables us to focus on what matters most — changing lives and creating economic opportunities for Filipino drivers and their families.

Angeline Tham

Founder, Angkas

By leveraging the complex, yet easy to use, infrastructure of Google Maps Platform, Angkas's lean team can differentiate where it matters most.

An Angkas driver taking his customer to his destination

Faster allocation, happier drivers, better business

The impact was immediate and measurable. Operating in a market where customers outnumber drivers across all platforms, Angkas transformed its allocation approach. The old system required conservative matching attempts to avoid overloading infrastructure. The new platform fundamentally changed the matching approach.

"The scalability of Google Mobility Services allows us to attempt matchmaking much more aggressively. If we don't find a driver immediately, we can try again and again without overloading the system," Puchinger says. "That's critical because customers book on multiple apps simultaneously — whichever platform allocates first wins the booking."

The impact on speed has been dramatic. In the best case scenario, allocation time dropped from 10 seconds to nearly instant, with average allocation times declining by more than 30%. In addition, pickup distance has fallen by 15%, directly improving driver productivity and earnings.

The impact on speed has been dramatic. In the best case scenario, allocation time dropped from 10 seconds to nearly instant, with average allocation times declining by more than 30%. In addition, pickup distance has fallen by 15%, directly improving driver productivity and earnings.

Josef Puchinger

Chief Technology Officer, Angkas

The platform executes up to 30,000 searches per minute and scales horizontally. Three DevOps engineers run the entire infrastructure using Google Cloud managed services. The average driver rating on the platform has climbed from 3.7 to 4.8, and allocation-related complaints have fallen to near zero. "It's almost an exceptional case that a driver has a complaint about something related to allocation," says Puchinger. 

More customers are successfully matched with drivers, with a 15-percentage-point improvement in the rate. Many drivers who had left the platform in 2023 have returned, as have past customers. "We see that this improved the experience in the business numbers," Puchinger says.

An Angkas driver taking his customer to his destination

For Tham, the work over the last two years with Google enables her original vision at scale. "We're a Filipino company for Filipinos, and everything we do is centered around relationships and building for the long term," she says. "We wanted technology that would help us provide stability and reliability to both our customers and drivers. Google Maps Platform gives us the superior places data and matching capabilities we need to make that happen."

This achievement was further strengthened by Navagis, a long-standing partner whose expertise and support have been instrumental to Angkas's continued growth.

With technology no longer limiting growth, Angkas is expanding into delivery services while preparing to scale across new geographies, in continued collaboration with Navagis. The platform that once struggled to serve Manila efficiently now has the foundation to serve the entire Philippines, giving even more drivers the opportunity for dignified work and economic mobility.

Angkas has also been an early adopter for Google last-mile innovations, like access points and entrances to reduce last mile friction and power delightful rider and customer experiences and increase fulfilment. Expert access to Google's advanced tools and operational teams has helped ensure fast, high-quality deployment of targeted data improvements to immediately benefit Angkas users.

"The integration with Google Maps Platform enables us to focus on what matters most — changing lives and creating economic opportunities for Filipino drivers and their families," says Tham.

An Angkas driver taking his customer to his destination

Founded in 2017, Angkas is the Philippines' leading motorcycle rideshare company. It has professionalized motorcycle transport, providing livelihoods for thousands of drivers while helping millions of Filipinos navigate Metro Manila's challenging traffic conditions.

Industry: Technology

Location: The Phillipines

Products: Google Maps Platform, Dynamic Maps, Fleet Engine, Mobility Services, Places API, Routes


About Google Cloud partner - Navagis

Navagis is a Google Maps Platform Partner providing mobility solutions and technical expertise across Asia Pacific.


Published 2025

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