Rising infrastructure costs are forcing Lobste.rs community members to quantify the actual value of deployed AI tools. Many firms have shipped features but lack concrete metrics to justify the spend. This highlights a gap between rapid deployment and operational measurement. Practitioners must now develop specific KPIs to prove efficiency gains before budgets tighten.