Writing archive
Writing drawn from real product and technical decisions. Some pieces reflect times I concluded AI was the wrong tool.
Writing 01
AI as a Productivity Shift
AI speeds up specific tasks. People still own the judgment behind the outcome.
AI StrategyFuture of WorkProductivity
Writing 02
Where AI Helps Developers and Where It Goes Wrong
Shows why AI output still needs review, simplification, and a fit with the larger system.
AI-Assisted DevelopmentTechnical JudgmentSoftware Quality
Writing 03
Rules Engines vs. Models: When AI Is the Wrong Tool
Explains why high-risk decisions often need clear rules instead of an AI model.
Rules EnginesDecision AutomationCompliance Logic
Writing 04
Measuring Vehicle Coverage Using Population Data
Uses population data to show which vehicle coverage gaps are worth fixing first.
Business IntelligenceMarket CoverageData-Driven Prioritization