


Fintech & AI: Unstructured Data for Inclusive Credit
💸🧠 Fintech & AI: Unstructured Data for Inclusive Credit
This event explores how Fintech and Artificial Intelligence can transform credit scoring by leveraging unstructured data such as mobile transactions, mobile money transactions, social media activity, and utility payments to expand access to affordable credit for the informal sector. The discussion will focus on innovative approaches that promote financial inclusion, improve risk assessment, and shape future policy.
📚 Discussion Outline
1. Welcome & Opening Remarks
Introduction to the event goals and relevance
Brief overview of financial inclusion challenges in Ghana and beyond
2. Setting the Context
What is unstructured data?
Why traditional credit scoring excludes the informal sector
The role of AI in processing and making sense of unstructured data
3. Case Studies & Use Cases
Examples of fintech solutions using alternative data (e.g., mobile money, social media, utilities)
Real-world outcomes and lessons learned
4. Policy & Regulatory Landscape
Data privacy, ethics, and consent
The role of regulators (Bank of Ghana, Ministry of Finance)
How policy can enable responsible digital lending
5. Opportunities & Challenges
How to build trust in AI-driven credit scoring
Risk management and transparency
Cross-sector collaboration (fintech, banks, regulators, civil society)
7. Closing Reflections
Priority areas for action and collaboration
Summary of key takeaways
Next steps
Please be advised: Unfortunately, space is very limited at these community events and we can not always accept everyone we would like to. If you are not accepted to this event, please keep applying! We appreciate your application tremendously and we are looking forward to seeing you at a future event very soon!
The AI Collective is a global non-profit community uniting 70,000+ pioneers – founders, researchers, operators, and investors – exploring the frontier of AI in major tech hubs worldwide. Through events, workshops, and community-led research, we empower the AI ecosystem to collaboratively steer AI’s future toward trust, openness, and human flourishing.
All attendees and organizers at events affiliated with The AI Collective are subject to our Code of Conduct.
