81 control fabric financial institutions need before moving from experiments to production.” Knowing an application needs multi-layered security is one thing, but building those layers into an effective, compliant application can be an incredibly complex challenge. AI also raises very practical questions developers must answer: where does data go, who can access it, what is automated, and how to intervene when things go wrong. Microsoft provides the structure, as well as the building blocks, to simplify the task. “For IT teams and developers, the biggest challenge is often getting an AI workload through security, architecture, compliance and risk approval and then running it in production without creating a new unmanaged attack surface,” says Bahnemann. “Microsoft Foundry provides a straightforward model for developer and platform teams to use, turning AI governance from an abstract policy discussion into a practical engineering pattern. It gives them a structured way to build, evaluate, monitor and improve AI systems with enterprise security and governance in mind from the start. “In addition, as workloads become more agentic, the developer platform and the control plane need to work together. Microsoft Foundry helps build and run the AI workloads, while Agent 365 helps inventory, observe, govern and secure both Microsoft built-in and ecosystem partner agents at enterprise scale. That separation is helpful for regulated organisations because it lets innovation continue without giving up central oversight.” Ultimately, it takes a complex weave of strategy, capabilities and governance to provide AI tools that are safe, inspiring and simple to use. Microsoft’s partner ecosystem plays a crucial role in translating financial firms’ AI vision into reality. “Most financial institutions do not solve AI transformation with one vendor and one generic platform,” says Bahnemann. “They need domain expertise, regulatory content, integration into existing workflows, industry-specific controls and often managed implementation support. More broadly, the ecosystem matters because resilience and compliance are not solved only at the infrastructure layer. They also depend on the partner tools, implementation patterns and operational services that sit around the core platform. Our partners’ core strength lies in combining Microsoft’s control, security and governance stack with deep industry process expertise.” With confidence in their ability to address risk and compliance, financial services firms are moving fast with AI. Microsoft Agent 365 provides a centralised agent control plane enabling governance, observability and rolespecific oversight FINANCIAL SERVICES
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