Find and remove 10-30% hidden AI/SaaS spend waste — automated audit + remediation

Find and remove 10-30% hidden AI/SaaS spend waste — automated audit + remediation targets a $18.0B = 1.5M businesses × $12K average annual target spend on AI + SaaS monitoring and optimization total addressable market with medium saturation and a year-over-year growth rate of 20% YoY — SaaS management and cloud cost intelligence markets growing as AI/API spend accelerates (industry reports from Forrester/Gartner/G2 indicate ~15–25% growth).

Key trends driving demand: API-driven AI pricing models are creating unpredictable variable costs — this expands demand for continuous monitoring and anomaly detection.; Companies are consolidating procurement scrutiny across finance and engineering, creating a buyer that values both cost savings and security remediation.; Shift to multi-model workflows and hybrid cloud means spend is fragmented across many providers, which increases the value of unified visibility and cross-vendor recommendations..