Floating Button
Home Digitaledge Artificial Intelligence

Why integration will determine Southeast Asia’s vertical AI winners

Felicia Tan
Felicia Tan • 9 min read
Why integration will determine Southeast Asia’s vertical AI winners
An AI agent can now contact multiple shippers simultaneously, receive responses in real time and determine which can ship a parcel at the fastest and cheapest cost at that point in time. Photo: Shutterstock
Font Resizer
Share to Whatsapp
Share to Facebook
Share to LinkedIn
Scroll to top
Follow us on Facebook and join our Telegram channel for the latest updates.

Enterprise artificial intelligence (AI) has come a long way. Just three years ago, a project would typically begin with a blank sheet and a prototype pilot. Those days have changed. Now, boards want to see returns on investments (ROI) and C-suites want proof. To David Irecki, chief technology officer at integration platform Boomi, the shift has fundamentally changed the conversation.

“What we’re seeing now is there’s a lot of pressure from the board and C-suites and organisations to show value and ROI, and one of those things is verticalisation,” says Irecki.

Verticalisation refers to AI applications that are trained for specific industries and use cases. “If you’re in finance, as an example, you’re training these models to understand credit risk, how that process works, claims adjustment, things like that,” he says. “That’s what we see with verticalisation.”

×
The Edge Singapore
Download The Edge Singapore App
Google playApple store play
Keep updated
Follow our social media
© 2026 The Edge Publishing Pte Ltd. All rights reserved.