Data Pipeline | Thomas Nys | The Fractional Data Architect

AI architecture requirements - why data quality issues amplify at scale

AI Won't Fix Your Architecture - It Will Amplify It

Technical debt maintenance ratio - 40% of engineering time on yesterday's shortcuts

40% Maintaining, 20% Innovating - The Technical Debt Math Nobody Talks About

Data pipeline reliability - how team culture reflects in system health

Data pipeline reliability is a good proxy for how much ev...