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Thoughts on personal finance, AI, data engineering, and building tools that matter.
Guidewire's path over the last decade is the clearest map I have seen for how a legacy core becomes an agentic system. The sequence is the lesson: get current, govern the data, build the controls — then add agents.
Years in enterprise taught me the same lesson about money that it taught me about systems: boring consistency beats clever moves — in data work and in wealth alike.
Data governance protects an asset that sits still. Agent governance protects something that acts. The skills transfer — but the discipline is not the same, and a lot of teams haven't figured out who owns it.
Net worth is a number on a spreadsheet. Financial confidence is the feeling that you can handle whatever life throws at you. Here's why the second one matters more.
From building a custom financial calculator to deploying an AI advisor — here's how I use technology to keep my family's finances on track.
I share thoughts on data engineering, AI, and building in public more often there than I publish here.
Connect on LinkedIn→This blog is where Ferose KF shares insights on personal finance, AI-powered financial tools, data engineering, and the intersection of technology and family financial planning. New articles are published monthly, covering topics from retirement planning strategies to the latest in AI-assisted financial advice.
Whether you're a young professional in Milwaukee building your first emergency fund, a family in Coimbatore planning for your children's education, or an engineer curious about how AI can improve financial decision-making — these articles are written for you. I post more often on LinkedIn — connect with me there for thoughts between posts.