CASESTUDY

Case Study: Why Only 5% of Companies Are Achieving Real Value from AI—and What the Others Are Missing Case Study: Why Only 5% of Companies Are Achieving Real Value from AI—and What the Others Are Missing Published: October 2025 📊 The Big Picture According to a recent report by Boston Consulting Group (BCG), fewer than **5% of more than 1,250 global companies** studied are seeing measurable value from their AI investments. Meanwhile, about 60% report little to no benefit. :contentReference[oaicite:1]{index=1} “Only 5% of companies are getting real returns from AI.” 🔍 What Distinguishes the 5% from the Rest? BCG found that companies hitting real value share key traits: Top-level leadership that actively uses and promotes AI AI integrated across workflows—not just pilot projects Strong data and governance infrastructure underpinning AI Workforce upskilled to work alongside AI systems Metrics a...

Case Study: Automating Expense Processing with Generative AI & IDP Case Study: Automating Expense Processing with Generative AI & IDP Published: 2025 📋 The Challenge: Manual Expense Processing is Slow, Error-Prone & Expensive Many large corporations still rely heavily on manual workflows to process expense claims. Receipts get lost, approvals are delayed, compliance slips through, and staff waste hours on repetitive tasks. One company (referred to as **Company S** in the study) decided it was time for an upgrade. 🧠 The AI + IDP Solution: A Four-Stage Automation System A recently published academic paper describes how Company S built an integrated system combining **Generative AI** (large language models) with **Intelligent Document Processing (IDP)** and an **Automation Agent** to automate end-to-end expense processing. :contentReference[oaicite:0]{index=0} Key Components: Document Recognition (OCR + IDP): ...