Cracking the Credit Code: Alternative Data and AI for Financial Inclusion

You bought the AI tool. Nobody used it. $200/month quietly canceled three months later. That's not a you problem. That's a "wrong tool, wrong problem" problem. Here's what a recent IFC study on AI a

You bought the AI tool. Nobody used it. $200/month quietly canceled three months later.

That's not a you problem. That's a "wrong tool, wrong problem" problem.

Here's what a recent IFC study on AI and alternative data quietly reveals about business decisions: the businesses winning with AI right now aren't the ones with the biggest budgets. They're the ones who identified one specific friction point — and matched a tool to that exact pain.

In the study, lenders used AI to read data they already had but weren't using. Utility payments. Transaction patterns. Supplier relationships. No new systems. No overhaul. Just smarter eyes on existing information.

That's the playbook most AI consultants never hand you.

You don't need a transformation. You need one process in your business that's slow, repetitive, or error-prone — and one tool tested against it for 30 days with a clear success metric.

Start there. Prove it works. Then build.

The ROI conversation gets a lot easier when you have one quiet win to point to.

What's one repetitive task in your business right now that you keep saying "there has to be a better way" about?

#AIStrategy #SmallBusiness #BusinessGrowth #AIImplementation

Original Source

Traditional credit systems often exclude individuals and small businesses without formal financial histories, leaving many women entrepreneurs and low ...