Quantifying priorities: A data-driven approach to platform engineering - Eleanor Millman

Platform engineering teams can effectively prioritize projects by utilizing a structured framework that balances impact, urgency, and effort. This approach employs a mathematical formula—(Impact × Urgency × Internal Business Need) / Effort—to objectively rank initiatives. Impact is evaluated across seven critical dimensions, including development speed, runtime reliability, cost reduction, and platform engineering efficiency. Because these priorities shift as organizations evolve, teams should periodically adjust the weighting of these factors to reflect current business goals, such as managing increased cloud costs post-launch. By incorporating lightweight documentation and validating assumptions through user research, teams can move beyond subjective decision-making. This data-driven methodology ensures that engineering resources are allocated to projects that provide the highest value to internal developers while maintaining the flexibility to adapt to changing organizational requirements.