compound effect – Strategic Consulting – Agile Digital Transformation

From Data to Intelligence: Using Your Data Warehouse for AI Innovation

by david.klopfenstein@jolvery.comArtificial Intelligence (AI), Blog, Data Hub, Data Management June 19, 2025August 15, 2025No Comments

Design-think your AI-powered Product In a context where data and artificial intelligence fuel for faster informed decisions, it’s crucial to have an architecture capable of transforming raw data, especially here in this case semi-structured from various sources, into actionable, more structured insights, in a daily and safe fashion for your company positioning. After design-thinking customer’s product …

No Data, No AI

by david.klopfenstein@jolvery.comBlog, Data Management June 19, 2025June 19, 2025No Comments

🌐Artificial intelligence cannot function effectively without good quality data. Did you know that: 💾 80% of the time in an AI project is spent on data preparation and management. (Source: Forbes) 📉 50% of companies report that their AI initiatives fail due to poor data quality. (Source: Gartner) 🚀 Companies that invest in data quality …

The Cost of Inaction in Middle Management: A Hidden Drain on Digital Transformation

by david.klopfenstein@jolvery.comBlog December 24, 2024December 24, 2024No Comments

Middle management often acts as the backbone of any large digital transformation program, bridging execution with the strategy. However, inaction or delayed decisions at this critical layer can result in significant losses, both visible and hidden, that compound over time as expressed by the formula: Compound Effect = Decisions + Behavior + Habits + Time …