Why telco data is the most underused credit signal in Southeast Asia
How responsible activation of telco signals can unlock lending for thin-file segments.
AI for business and credit bureau
multi-awarded top executive
I operate at the intersection of AI, credit bureau, alternative data, and financial services—helping banks, fintechs, and regulators deploy decision intelligence that accelerates growth, strengthens trust, and drives economic expansion at scale.
What I Do
I work with banks, fintechs, regulators, and industry stakeholders on how to modernize onboarding, fraud prevention, and credit decisioning using AI, credit bureau intelligence, and alternative data. My work involves bringing global best practices and competitive insights from more advanced markets, localizing them for the ecosystem, and aligning innovation with evolving regulatory, risk, and policy requirements.
See All Services →Customer acquisition, onboarding, approval rate uplift, and cross-sell intelligence and optimization driven by decision-grade AI.
eKYC, biometric verification, fraud and mule account detection, deepfake and account takeover prevention, OTP fraud mitigation, and behavioral risk analytics prevention — end to end.
Credit Bureau /regulated, alternative, behavioral, and transactional data and scoring, portfolio risk monitoring, underwriting precision and real time decisioning.
“I don't build AI models. I build AI systems that move financial outcomes.”
— Michelle Anne Chan
Impact: proven track record
Live deployments across banking, fintech, and government — delivering measurable results in approvals, fraud reduction, and financial inclusion.
See Impact →Latest insights
How responsible activation of telco signals can unlock lending for thin-file segments.
Autonomous decision workflows need guardrails, governance, and production architecture.
Why biometrics and behavioural AI are changing detection at the identity layer.
Media and Thought Leadership
Feature article.
Official repost.
Speaking engagement.
Work With Me
Strategic guidance navigating banks, fintechs, and regulated industries for AI, credit and data strategy and modernization, digital trust and evolving policy landscapes.
Keynotes and panels on AI, credit, alternative data, financial services, emerging trends and women in technology.
Collaborate on credit ecosystems, data intelligence, and AI deployment in ASEAN.
Open to select board seats and C-level opportunities in fintech, AI, and credit.