Automate code + runtime orchestration to cut SaaS infra costs

Automate code + runtime orchestration to cut SaaS infra costs targets a $6.0B = 1.5M cloud-using companies × $4.0K ACV for cost-optimization tooling and services total addressable market with medium saturation and a year-over-year growth rate of 20% YoY — estimate based on growing public cloud spend and enterprise investment in cloud cost optimization and AI infrastructure (Gartner, 2024 estimates).

Key trends driving demand: LLMs and embedded AI are driving a surge in inference-related cloud spend — this creates urgency for automation that controls run costs.; Cloud providers increasingly expose APIs and spot/commitment discounts that create arbitrage opportunities for automated runtime selection.; Developers are adopting AI-assisted coding which lowers the barrier to automated refactors and cross-runtime portability.; FinOps and engineering alignment is maturing, and teams increasingly buy tools that deliver measurable dollar savings rather than pure visibility..