what metrics would you use to evaluate koinworks' risk assessment algorithm?

Introduction

Evaluating KoinWorks' risk assessment algorithm is crucial for ensuring the platform's financial stability and user trust. To approach this product success metrics problem effectively, I'll follow a structured framework that covers core metrics, supporting indicators, and risk factors while considering all key stakeholders.

Step 1

Product Context

KoinWorks is a peer-to-peer lending platform in Indonesia that connects borrowers with lenders. The risk assessment algorithm is a critical component of their business model, determining which loan applications to approve and at what interest rates.

Key stakeholders include:

1. Borrowers: Seeking affordable loans
2. Lenders: Looking for reliable returns on investment
3. KoinWorks: Aiming to grow the platform while managing risk
4. Regulators: Ensuring compliance and financial stability

User flow:

1. Borrower submits loan application
2. Algorithm assesses risk based on various factors
3. Loan is approved/rejected or interest rate is set
4. Lenders choose to fund the loan
5. KoinWorks monitors repayment and manages collections

The algorithm fits into KoinWorks' broader strategy of democratizing access to finance while maintaining a healthy loan portfolio. Compared to competitors like Investree or Modalku, KoinWorks' algorithm needs to be both accurate and fast to maintain a competitive edge.

Product Lifecycle Stage: Growth - The algorithm is established but continually evolving to improve accuracy and adapt to changing market conditions.