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US Financial Services

Financial Services
3 days

AI enablement program & 3-day production workload session

Hands-on engineering and leadership program that took a financial services team from AI curiosity to a production-ready workload in three days.

The challenge

A US-based financial services firm wanted to move beyond AI experimentation into production deployment — but their engineering team needed concrete patterns and their business leaders needed a shared vocabulary.

What we built

1

Ran a 3-day intensive: day 1 with engineering on architecture patterns, security and evaluation; days 2-3 building a production-ready workload end-to-end

2

Parallel sessions with business leaders covering AI strategy, governance, and prioritisation frameworks

3

Delivered a working reference workload with infrastructure-as-code, evaluation harness, and an internal playbook the team could replicate

Outcomes

Team shipped their first production AI workload during the engagement

Aligned engineering and business stakeholders on AI roadmap and guardrails

Internal playbook now used to greenlight subsequent AI initiatives

Stack
AWS Bedrock
AWS CDK
Python
Evaluation tooling
Internal change-management playbook
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