Session

From Days to Minutes - AI Transforms Audit at KPMG

Overview

ExperienceIn Person
TypeBreakout
TrackArtificial Intelligence
IndustryProfessional Services, Financial Services
TechnologiesMLFlow, Databricks Workflows, Mosaic AI
Skill LevelIntermediate
Duration40 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