Arize Builders Meetup: Lessons from Building a Real-World Adverse Media Pipeline

Presentation delivering a transparent characterisation of moving beyond early-stage proofs of concept to deploying large language models at scale. Drawing on experiences at Comply Advantage processing millions of multi-lingual articles daily, the talk highlights the nuances of parsing long-form text, managing model deprecation cycles, and establishing rigorous evaluation guardrails.