Key results
Result highlights
The story
A tech-enabled real estate agency in Cambodia holds a decade of proprietary data and seeks to professionalize a market where 95% of agents operate without a license.
Engineers spent weeks manually cleaning inconsistent records for a single AI model test, effectively trapping technical talent in maintenance work....
Quotes
“We were trapped. Every time new data came with a different structure, our engineers had to stop everything to adjust our internal tools. We weren't moving forward; we were just trying to keep up.”
The company
Pointer
pointerasia.comReal estate agency and property marketplace for rentals and sales in Cambodia.
Scope & timeline
- 5x faster data processing and training
- Model update cycle cut from 1 month to 1 week
Implementation partner
Tridorian
tridorian.comWorked with Pointer to help map its migration strategy to Google Cloud