{"slug":"hapag-lloyd-enhances-corporate-audit-efficiency-with-genai-on-databricks","url":"https://findausecase.com/use-cases/hapag-lloyd-enhances-corporate-audit-efficiency-with-genai-on-databricks","title":"Hapag-Lloyd enhances corporate audit efficiency with GenAI on Databricks","description":"German shipping company Hapag-Lloyd fine-tuned Databricks' open-source DBRX model and built a RAG chatbot to automate audit finding generation and executive summaries, cutting review time per finding by 66% and executive summary review time by 77%.","company":"Hapag-Lloyd","industry":"Transportation","aiCapabilities":["Generative AI","Large Language Models","Retrieval-Augmented Generation"],"technology":["Agent Bricks","MLflow"],"deployment":"Public Cloud","problemStatement":"Hapag-Lloyd's corporate audit process involved several manual instances of documentation and report writing that were time-consuming and led to inconsistencies, and its existing infrastructure, including an AWS SysOps account, did not support rapid setup and deployment of the AI models needed for audit optimization.","solutionApproach":"Hapag-Lloyd fine-tuned Databricks' open-source DBRX model on 12 trillion tokens of curated data to build a Finding Generation Interface that generates audit findings and summaries, used Databricks MLflow to automate the evaluation of prompts and models across the ML lifecycle, and built a chatbot using Gradio integrated with Databricks Model Serving that uses retrieval-augmented generation (RAG) to let auditors query documents in natural language.","businessValue":"Auditors now spend only 5 minutes creating a new finding from bullet points, down from 15 minutes, a 66% decrease in review time per finding, and the time required to review each executive summary decreased 77%, from 30 minutes to just 7 minutes.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/hapag-lloyd","dates":{"publishedAt":"2026-09-11T09:04:00.243Z","publishedAtSource":"pipeline","updatedAt":"2026-09-11T09:04:00.243Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/hapag-lloyd-enhances-corporate-audit-efficiency-with-genai-on-databricks. Bulk republication requires permission."}