Schemes and Initiatives
MAS Pathfinder Programme - PathFin.ai
MAS Pathfinder Programme for financial sector AI adoption, or PathFin.ai, is a collaborative initiative between the MAS and the financial industry that fosters knowledge exchange in Artificial Intelligence (AI) implementations. Participating financial institutions share their experience implementing AI solutions while also gaining insights from the collective experiences of their peers.
PathFin.ai curates a library of proven AI solutions and implementation best practices among FIs. By centralising these resources and insights, the programme seeks to reduce the time and effort financial institutions need to search, select and effectively implement AI solutions.
Benefits For FIs
Understand the benefits of AI for financial institutions
Discover AI success cases for each FI, supported by relevant tech solutions
Reference implementation & deployment of AI solutions
Connect with FI peers to deepen AI expertise
Participating Organisations
The Pathfinder programme has onboarded financial institutions across banking, insurance, capital markets, and payments sectors. We invite more financial institutions to join this growing ecosystem, where they can both learn from industry leaders and contribute their expertise as pathfinders and solution providers. Some of the participating organisations are:
• Ant International
• Amazon Web Services
• Bolttech Insurance
• Funding Societies
• FWD Group
• Goldman Sachs
• Green Link Digital Bank
• Liquid Group
• HSBC
• MUFG Bank
• SG Growth Capital
• Standard Chartered Bank
• Trust Bank
PathFin.ai: Example of Use Cases
Banking
Comprehensive AI-driven solutions transforming various aspects of banking operations and services:
Key Solutions
- Business Lending: Use of multimodal AI for real-time customer engagement support, precision processing of loans and analysis of complex business documents such as financial statements and bank records for business / SME lending. This leads to faster, more informed lending decisions while maintaining rigorous risk management standards.
- Digital Banking Operations: Integration of sector-specific LLMs and advanced AI algorithms to streamline critical processes including customer onboarding, fraud / anomaly detection, compliance monitoring and credit assessment.
- Global Corporate and Investment Banking Reporting: Enable higher quality analysis and more strategic insights while improving overall operational efficiency and reporting accuracy. Encompasses regulatory guardrails that adapt to evolving compliance requirements, ensuring accurate and timely reporting across global operations.
- Credit Repayment Solution: Support proactive, targeted engagement strategies by analysing behaviour patterns and payment histories. Maintain healthy credit portfolios through early intervention and tailored payment solutions.
- Enhanced Staff Productivity Suite: Transform internal staff productivity through Al-assisted communications, content creation, data analysis, presentation development, meeting documentation and code development.
- Call Analytics Solution: Call centre improvements in transcription efficiency via AI speech recognition and quality assurance automation.
- Wealth Management Agents: Utilisation of GenAI, NLP and AI speech processing to deliver productivity gains whilst enabling personalized client service.
Capital Markets
Advanced AI solutions enhancing capital market operations and client services:
Key Solutions
- Client Engagement Support: Conversational intelligent assistant, along with multi-modal AI customisation, AI guardrails and NLP capabilities, helps to augment real-time client engagements.
- Fund Administration: Fund administration solution delivering reduction in reporting time and enabling business growth through automated portfolio management and partnership accounting capabilities.
- Enhanced Multi-Family Office Operations: Customised LLM with flexible NLP pipelines to reduce private banking client report processing with high accuracy.
- Investment Monitoring and Trends Analysis: Investment research through dynamic mindshare analysis, real time trend monitoring and reports, and intelligent project screening for enhanced investment decision-making across multiple verticals, such as ESG.
- Multilingual Trading Workflow Collaboration: Combined multilingual client investment promotion and trading workflow optimisation through Al-powered communication.
- Enhanced Staff Productivity Suite: Transform internal staff productivity through Al-assisted communications and content creation.
- Call Analytics Solution: Call centre improvements in transcription efficiency via AI speech recognition and quality assurance automation.
Insurance
AI-powered solutions optimizing insurance operations and customer service:
Key Solutions
- Enhanced Staff Productivity Suite: Transform internal staff productivity through Al-assisted communications, content creation, data analysis, presentation development, meeting documentation and code development.
- Call Analytics Solution: Call centre improvements in transcription efficiency via AI speech recognition and quality assurance automation. Additional real time multi-language support and compliance monitoring augments overall client engagement experience.
- Document Processing & Analysis for Underwriting: Machine learning, real time pattern recognition and customised algorithms to reduce document review time, and achieve productivity for improved underwriting, insurance compliance, and operational insights solution.
- Technical Report Review: For high volume insurance claims, AI solution combines image analysis capabilities with sophisticated text processing to create technical reports, and assist officer in the review and approval. This brings gains in processing speed, scalability and market-specific customisations.
How To Be Involved
Interested Financial Institutions and AI Solution Providers are invited to register your interest to join PathFin.ai at https://go.gov.sg/pathfin-registration .