Consumer lender modernizes data and model operations for AI-led decisioning.
Challenge
Legacy on-prem systems, manual model scoring, fragmented MLOps workflows, and rising pressure to prepare for Gen-AI made the operating model hard to scale.
Solution
Occams helped structure AWS migration, automated MLOps through SageMaker, enabled secure data exchange, and defined a cloud-native architecture that could support future AI use cases.
Outcome
The program created a scalable data foundation, more stable ML pipelines, stronger cross-team alignment, and a clearer roadmap for AI-supported innovation.
