AI at Scale in
Financial Services
Roundtable Overview
As artificial intelligence moves from experimentation to enterprise-scale deployment, financial services organisations are facing a fundamental shift in how cloud infrastructure is designed, governed, and operated. AI workloads are reshaping cost structures, introducing new architectural choices, and significantly increasing operational complexity across cloud environments.
This closed-door CXO roundtable will bring together technology, infrastructure, and digital leaders from financial services to examine how AI is changing the economics of cloud, where AI workloads should run, and what operating models are required to support AI at scale. The discussion will focus on real-world decision-making around cost control, deployment models, operational resilience, governance, and accountability as AI becomes core infrastructure rather than an add-on capability.
Why Attend ?
AI-Driven Cloud Economics
Explore how training, inference, and data movement are fundamentally altering traditional cloud cost assumptions.
Scale & Deployment Models
Discuss the trade-offs between public cloud, colocation, and owned GPU infrastructure regarding control and risk.
Operational Complexity
Learn how AI workloads impact observability, reliability, security, and change management in financial services.
AI for Infrastructure & Ops
Understand how organisations use AI internally to manage cloud scale, performance, incidents, and decision-making.
Governance & Accountability
Gain perspectives on auditability, responsibility, and control in complex AI-driven environments.
Strategic Roadmap (24–36 Months)
Align teams, platforms, and operating models to support AI as a core enterprise capability for the future.
Who Attended ?
CTO
Head of Cloud / Infrastructure
Head of Tech Operations
VP / Director – IT Operations
Enterprise Architects
Heads of DevOps, SRE or Platforms
About Astuto
Astuto.ai helps organisations run a more efficient and optimal cloud by eliminating waste, controlling costs, and uncovering actionable optimisation opportunities. By combining AI, automation, and deep cloud intelligence, Astuto enables better budgeting, forecasting, governance, and unit-economics visibility—helping businesses maximise cloud efficiency while maintaining control and accountability at scale.
