Gaiia publishes a case study stating that oxio increased operating efficiency by a notable percentage over several months.
**What’s useful:**
- oxio is a relevant reference because gaiia originated from that environment.
**Critical evaluation / methodology gaps:**
- The claimed improvement is vendor-published; the methodology and baseline definitions (what is measured by "operating efficiency") are not independently validated.
- Purchasers should request the underlying KPI definitions (e.g., tickets per CSR, subscribers per FTE, time-to-provision), cohort selection, and time-window details, and whether growth or seasonality affected the baseline.