Topic archive
3 published stories filed under Fintech.
AI made software cheap. What is scarce now is the builder who can turn a partner's need into shipped, trustworthy product.
Cheap software did not solve the platform's problem, it moved it. The scarce layer now is the forward-deployed builder who turns a partner's need into working, trustworthy software fast enough to close the deal.
Keith Pattison
AI Builder @ Black Flag Design
Inclusion-focused fintech doesn't fail at automation. It fails at judgment — the moment a model decides who looks creditworthy and who looks suspicious. The fix is architectural, not just better data.
In community-centered banking, the hard AI problems are judgment problems: who gets approved, who gets flagged, and whether the customer can trust the answer. Here's how to build for that.
Keith Pattison
AI Builder @ Black Flag Design
AI financial coaches are excellent at the repetitive, low-stakes guidance that builds a young earner's confidence. They become dangerous the moment they keep talking through a decision that should have been handed to a human.
An applied-AI playbook for coaching first-time earners: automate the repetitive judgment, escalate the costly one, and earn trust by showing your work.
Keith Pattison
AI Builder @ Black Flag Design
