Abdul Manan Validation Workflows in AI-Powered SME Lending: What Regulated Lenders Need Built In Most evaluations of AI lending platforms start with the decisioning model. What algorithm does it use? What accuracy does it claim on a test dataset? What approval rate does it produce? These are reas...
Abdul Manan How Routing Logic Works Inside a Multi-Partner Lending Orchestration Platform Every multi-lender lending operation has a routing problem. An SME borrower submits an application. There are three lenders on your panel, each with a different sector focus, different risk appetite, ...
Abdul Manan What Is a Multi-Lender Underwriting Orchestration Platform? A Guide for Regulated Lenders The economics of SME credit only work at scale. But scale, in lending, is rarely a single-lender story. A bank in Karachi, an NBFC in Lagos, a fintech in Dubai. Most credit operations now route applic...
Abdul Manan The $5.7 Trillion Problem: Why the SME Credit Gap Exists, and What's Finally Changing Small and medium enterprises are the backbone of the global economy. They account for roughly 90% of all businesses worldwide, contribute more than 50% of global GDP, and employ two out of every three...
Abdul Manan From 72 Hours to 4 Hours: How Agentic AI Is Rewriting SME Loan Underwriting Not long ago, a small business owner applying for a working capital loan would submit a stack of documents and then wait — sometimes for weeks — while a loan officer manually reviewed financial statem...
Abdul Manan Bank Statement Analysis for SME Lending: What the Numbers Actually Tell You Most SME lenders ask for financial statements. The smarter ones ask for bank statements. The difference between those two positions is the difference between seeing a snapshot and watching a film. A f...
What Happens When AI Agents and Credit Scorecards Work Together A credit scorecard tells you whether to lend. An AI agent handles everything around that decision — gathering the data before it, acting on the result after it, and managing the borrower relationship ...
Credit Scorecards for SME Lending: What Actually Works Every lender knows they need a scorecard. Most SME lenders are still using one built for a different type of borrower. Retail credit scorecards are built on a simple premise: the borrower has a credit...
Abdul Manan Why SME Lenders Are Replacing Workflows With AI Agents Most lending platforms already have automation. They have rule engines, task queues, and notification triggers. They still employ 30-person ops teams to handle exceptions, chase documents, and reconci...
