Cloud waste trend · Flexera 2021–2026
Annual cloud waste rate — first reversal in five years driven by AI workloads
Source: Flexera State of the Cloud 2021–2026 (N=753 in 2026 edition). Self-estimated share of IaaS/PaaS spend delivering no business value, by cloud decision-makers.
Axis Intelligence original · FMAWS · June 2026
Effective cloud waste by FinOps governance maturity
FinOps Maturity-Adjusted Waste Score (FMAWS) — Axis Intelligence Research, June 2026. Cross-source: Flexera 2026 (waste rate 29%, FinOps penetration 63%, value-to-BU measurement 64%). CC BY 4.0 — cite: axis-intelligence.com/finops-statistics/
FinOps Foundation · State of FinOps 2026 · N=1,192
FinOps scope expansion — % of teams managing each domain
Source: FinOps Foundation State of FinOps 2026 (N=1,192, representing $83B+ in annual cloud spend). Published February 19, 2026. data.finops.org
Axis Intelligence original · ACGRI · June 2026
AI cost governance readiness index — operational adoption vs. governance infrastructure gap
AI Cost Governance Readiness Index (ACGRI) — Axis Intelligence Research, June 2026. Formula: 0.98 × [(0.47×0.4)+(0.71×0.3)+(0.64×0.3)] = 58.1/100. Cross-source: FinOps Foundation 2026 + Flexera 2026. CC BY 4.0 — cite: axis-intelligence.com/finops-statistics/