McKinsey reports that only 11 % of companies have adopted generative AI at scale 2. The root cause is consistent across both findings: organisations lack the foundational capabilities – specifically centralised governance, cost controls, security guardrails and operational tooling – needed to move from experimentation to production. The Business Total Addressable Spend( BTAS) for AI extends far beyond traditional IT budgets. McKinsey analysis across European enterprises found the opportunity at US $ 350m, more than double the US $ 150m in conventional IT spending 3.
The executives making these investment decisions are no longer only CIOs. CMOs, CROs and COOs are now directing the majority of AI spend toward customer experience, revenue operations and process automation. It also shows how AWS is uniquely positioned to support enterprises on this journey. This paper provides frameworks, data points and architectural guidance for you to act in the times of AI agents.
This paper covers three key topics: where you sit on the maturity spectrum; what foundations agentic AI requires; and what a realistic path to production looks like. aws. amazon. com 5