For platform teams supporting large portfolios of customer-facing applications, reliability quickly becomes complex and fragmented. With dozens of services developed by different teams, each with unique performance expectations, staying ahead of SLAs and aligning on what “good” looks like becomes a major challenge. And when reliability affects both revenue and retention, that challenge becomes critical.