A Few Reflections as a Product Manager Building a Demo Using the Claude system

Mon, 06 Jul 2026 13:05:37 -0700

BLUF: Requirements engineering has increased in importance in challenging ways at the pace of AI. Learn from those who came before. Adapt what exists to your context and needs. It's on those of us who design and build products and systems to find the path forward. We must not pretend the use cases are so novel, or that we are so smart, as to be the only ones who can figure it out.

One company I interviewed for asked me to build a demo over the course of a week. They chose a problem space central to their mission, and which I knew very little about. They gave me the assignment on Monday morning, and wanted me to complete it within 5 business days. I gave myself the goal of getting it done by Friday night so I could enjoy Father’s Day with my son. This meant I had under 5 business days to research, design, and implement the demo. I then had to record a 10 minute demo and prepare for a follow up debrief. I decided to use the Claude systems to organize and execute the project because of a conversation with a friend about the usefulness of agents . It felt like a good, “core” use case to explore.

AML Workflow Automation Demo

Tue, 30 Jun 2026 10:05:03 -0700

Problem Statement

A company I interviewed with tasked me to build a demo of a workflow automation tool for the AML (Anti-Money Laundring) and fraud space within financial services. They provided a few criteria for the demo and a list of deliverables for me to produce. I took the opportunity to challenge myself to use Claude Code while exploring a domain I am not intimately familiar with. The results were worth sharing.

Demo on Butterswords | Where Words >= Swords

A Few Reflections as a Product Manager Building a Demo Using the Claude system

AML Workflow Automation Demo

Problem Statement