AJAlicia Josephinai-stufff.hashnode.dev·1d ago · 4 min readWhy Production AI Lending Is More of a Systems Problem Than a Model ProblemAI lending is often framed as a modeling challenge: improve credit scoring, automate underwriting, and make decisions faster. After reading GeekyAnts' guide on building AI lending products for product00
AJAlicia Josephinai-stufff.hashnode.dev·Aug 19 · 5 min readWhat Makes an AI Product Enterprise-Ready? A Critical Engineering PerspectiveAI products are easy to demonstrate and much harder to operationalize. A polished chatbot or recommendation engine can impress stakeholders in a controlled pilot, but enterprise deployment introduces 11N
AJAlicia Josephinai-stufff.hashnode.dev·Jul 23 · 4 min readWhy AI Robo-Advisors Fail After the MVP: A Critical Architecture ReviewAI robo-advisors appear simple: collect investor data, calculate risk, recommend a portfolio, and automate rebalancing. In production, they are regulated financial systems where weak data contracts, u01N
AJAlicia Josephinai-stufff.hashnode.dev·Jul 8 · 4 min readProduct Studios in the AI Era: What Founders Should Actually WatchWhile researching how AI is changing product development, I came across a GeekyAnts podcast discussion on building a product studio for the AI era. The conversation stood out because it did not treat 00
AJAlicia Josephinai-stufff.hashnode.dev·Jun 25 · 4 min readIs Interoperability the Real Test for AI Healthcare Platforms?This analysis was created after reading the GeekyAnts blog on HL7 and FHIR for AI healthcare platforms. From the perspective of a head developer in a US technology company, the biggest takeaway is cle00
