Rising infrastructure costs are forcing Lobste.rs community members to quantify the actual impact of deployed AI tools. Many organizations have shipped features but lack concrete metrics to justify the spend. This gap highlights a broader industry struggle to move beyond hype toward measurable productivity gains. Practitioners must now define clear KPIs to prove operational value.