From pilots to production: Scaling AI in financial services under sovereign constraints


Dr Richard Harmon

Global Head of Financial Services, Red Hat

Ken Constantino

Sr. Director, Northeast Strategic Accounts and Global Head of FSI Strategy, Intel

Ravneet Shah

Chief Technology Officer, Allica Bank

Financial services organisations are moving beyond AI experimentation to the challenge of deploying AI at scale in environments that are resilient, governed, and commercially sustainable. As generative and agentic AI become embedded across fraud detection, compliance and customer operations, attention is shifting from models to the infrastructure, data and software foundations that support production.

At the same time, sovereignty is becoming a strategic concern that extends beyond data residency to encompass operational resilience, infrastructure design and cost. Hybrid architectures, workload placement and cross-border data strategies are increasingly shaping how institutions balance performance, risk and regulatory obligations.

This FStech webinar, sponsored by Red Hat and Intel, examines the practical realities of scaling sovereign AI in financial services. It will explore how organisations are managing AI economics beyond the pilot stage, strengthening software supply chain security, and using enterprise open source to increase flexibility and resilience.

Join industry experts as they discuss the architectural, operational and governance decisions that are enabling financial institutions to scale AI securely, efficiently and in line with evolving regulatory expectations.


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