Dr Haniza Yon’s long bet on building world-class behavioural analytics from Malaysia
- ID
- 19347
- Status
- summarized
- Published
- 29 Aug 2026, 10:11 AM
- Fetched
- 30 Aug 2026, 1:11 PM
- Provider
- Digital News Asia
- Category
- malaysia-tech
- Original URL
- https://www.digitalnewsasia.com/startups/dr-haniza-yons-long-bet-building-world-class-behavioural-analytics-malaysia
- Source URL
- https://www.digitalnewsasia.com/rss.xml
Summary
- Score
- 6.5
- Created
- 30 Aug 2026, 1:11 PM
- Tags
- Audience
- ai-ml-learnerssaas-startup-founders
What happened
Cyberjaya-based Global PsyTech, founded by Dr Haniza Yon, has run proof-of-concept credit-scoring projects with 20+ financial institutions and back-tested models on thousands of borrowers, reporting >50% NPL reduction in some implementations. The company combines psychometric data with banking transactions and smartphone metadata to assess 'thin-file' borrowers—gig workers, young people, women entering the formal economy—who lack conventional credit histories. It plans to raise a new funding round by early 2027.
Why it matters
For Malaysian founders and AI/ML practitioners, this is a concrete local case of building a regulated, evidence-based analytics product over 8+ years (since 2017) and getting traction with banks—useful as a reference for how long deep-tech validation takes in Malaysia's financial sector and what data sources (psychometric + transaction + smartphone metadata) can unlock underserved credit markets.
Discussion angle
What does Global PsyTech's 8-year validation timeline tell us about the realistic path for Malaysian deep-tech startups selling into regulated financial institutions, and does the >50% NPL reduction claim hold up as a commercial differentiator versus incumbent credit bureaus?