How Frontier Firms use agentic AI to gain an edge in capital markets
How Frontier Firms use agentic AI to gain an edge in capital markets
Publish Date: 2026-03-17 17:00:00
Source Domain: www.microsoft.com
Summary of “Agentic AI in Capital Markets” by Thomas Shuster:
Thomas Shuster elaborates on how agentic AI is revolutionizing operating models in capital markets, emphasizing the shift from mere experimentation to translating AI investments into measurable, repeatable gains. He highlights that Frontier Firms are leading in turning their AI ambitions into secure and scalable operational improvements through robust governance, efficient data access, and advanced technology integration. Unlike non-Frontier Firms, which often stall due to fragmented systems and insufficient data integration processes, Frontier Firms excel at workflow redesign where AI agents automate complex, multistep processes. These firms achieve significant ROI and are investing heavily in AI as they look to reshape business models and enhance efficiency and compliance. Shuster underscores that the success of agentic AI lies not in its complexity, but in its disciplined approach to data access, governance, and workforce transformation.
Key Points:
- Redefining Frontier Firms: Moving from being first to adapt new tools to achieving measurable AI-driven operating gains.
- Workflow Redesign: Adopting agentic AI for multistep process automation leading to efficient task coordination and context gathering.
- Data Access and Integration: Frontier Firms invest in ecosystems supporting secure and permitted access to integrated data.
- Governance Framework: A strong governance structure is essential to manage the control and transparency of agentic AI systems.
- Enhanced ROI: Organizations utilizing agentic AI report substantial returns on investment and are increasing spending on bespoke AI agents.
