Session
From Days to Minutes - AI Transforms Audit at KPMG
Overview
Experience | In Person |
---|---|
Type | Breakout |
Track | Artificial Intelligence |
Industry | Professional Services, Financial Services |
Technologies | MLFlow, Databricks Workflows, Mosaic AI |
Skill Level | Intermediate |
Duration | 40 min |
Imagine performing complex regulatory checks in minutes instead of days. We made this a reality using GenAI on the Databricks Data Intelligence Platform. Join us for a deep dive into our journey from POC to a production-ready AI audit tool. Discover how we automated thousands of legal requirement checks in annual reports with remarkable speed and accuracy.
Learn our blueprint for:
- High-Performance AI: Building a scalable, >90% accurate AI system with an optimized RAG pipeline that auditors praise.
- Robust Productionization: Achieving secure, governed deployment using Unity Catalog, MLflow, LLM-based evaluation, and MLOps best practices.
This session provides actionable insights for deploying impactful, compliant GenAI in the enterprise.
Session Speakers
Mark Wallington
/Partner, Clara Analytics & Technology
KPMG UK
David Tempelmann
/Staff Data Scientist
Databricks