← Library
Builder Center ·Level 400·Jul 2026

Training and deploying a bank foundation model on AWS (Part 3 of 3)

The problem
How do you take a bank foundation model from training to production?
Why it matters
A three-encoder model with graph-enhanced AML, LoRA fine-tuning, SageMaker deployment and production monitoring.
Who should read it
ML engineers
What you'll get
A training-to-production playbook.
Series
Bank Foundation Models, Part 3 of 4
Readers
158 views on Builder Center
Financial Services Foundation modelsFraud & AML How (deep dive)
Read the full article on Builder Center ↗

The full article lives on Builder Center. This page is a short guide to what it covers.

Related reading