Prevent runaway AWS bills with an agent that finds and fixes cloud waste

Prevent runaway AWS bills with an agent that finds and fixes cloud waste targets a $6.0B = 2.0M cloud-using businesses x $3K ACV. Rationale: global addressable base of small and mid market companies using public cloud estimated at 2M, willing to pay average $3K per year for active cost reduction and remediation. total addressable market with medium saturation and a year-over-year growth rate of 15% estimated growth in cloud cost management demand driven by cloud spend increases.

Key trends driving demand: Cloud spend increase -- organizations are moving more workloads to cloud, raising absolute dollar risk from misconfiguration or attacks; FinOps adoption -- more orgs are investing in cost governance, creating buyers for cost reduction and remediation products; Automation-first ops -- teams prefer automated remediation over manual runbooks, increasing demand for actionable agents; LLM-driven UX -- natural language explanations make technical remediation understandable to non-ops founders and managers.