Escaping the Sandbox Trap: Why Enterprise AI Pilots Fail to Scale
Moving past prototype theater requires fixing data debt and broken governance rather than chasing foundation models.
📊 THE NUMBERS
The Core Dilemma: The Sandbox Trap
Walk into almost any corporate boardroom, and you will witness an impressive demonstration of generative AI. Prototypes answer complex questions, generate polished summaries, and create genu...
🔍 THE BACKSTORY
Core Pillars & Realities
Bridging the chasm between an isolated sandbox and real-world utility requires confronting three systemic realities that define production readiness:
* **Data Engineering Must Precede Model...
🔍 THE BACKSTORY
The Strategic & Practical Mandate
To translate investment into durable operational performance, executive leadership must overhaul how projects are funded, evaluated, and structured from the outset.
First, eliminate vanity ...