Enterprise AI
Hey, Where Did You Get That From? — A Confession from Generative AI
An AI’s perspective on why good answers start with good data. Hi there, human. I have a question. Where did that data come from? I know you came to me looking for an answer. Maybe you want to understand a contract, investigate a business problem, summarize a policy, or make a strategic decision. You expect […]
Your AI Agent Just Got a Badge. It Is Already Reading the Secrets You Forgot You Kept
Day one Subject: Welcome to the team! Hi agent.0417, Welcome aboard. Your company email is live, your calendar is set up, and your drive is ready. You will work nights, weekends and holidays. You never take a lunch break. You will read every file, spreadsheet and database table anyone shares with you, and you will […]
Can Enterprise Archives Become AI Assets? The New Role of Archived Data in Generative AI
Key Takeaways Yes, enterprise archives can become AI assets, on four conditions: the data is governed, searchable, access-controlled at retrieval, and still compliant with the retention rules that put it there. Enterprise data archiving is funded to retain records the business rarely queries, while AI initiatives stall for want of trustworthy, contextual data. One enterprise […]
Application Knowledge Graphs: The Missing Layer for AI-Ready Enterprise Applications
Deploying generative AI models in corporate environments often exposes a fundamental gap: enterprise applications are simply not AI-ready applications out of the box. When AI agents query complex systems like ERPs or CRMs, they lack an understanding of underlying business logic, table relations, and hidden dependencies. Generic AI tools promise natural-language access but routinely disappoint […]
When Nobody Opens the App
The biggest software companies on earth just agreed the screen is going away. Almost nobody has asked what happens to the meaning that lived on it. On August 26, a company that books more than eleven billion dollars a quarter told the market its sellers may never need to open its application again. That was […]
AI-Ready vs. AI-Activated Data: What’s the Difference and Why Enterprises Need Both
Enterprise AI does not create value simply because data has been cleaned, cataloged, or moved into a modern platform. Those steps can make data AI-ready, but readiness is only the foundation. AI-ready data is fit for a defined AI use case. AI-activated data goes further: it is governed, fit-for-purpose data that has been put into […]