ai-communication-culture

Read [runtime](../../content/RUNTIME.md) and [advisory rules](../../content/policies/advisory.md) before applying this skill. Other Foreman layers and the catalog are in `../../content/`, relative to this SKILL.md. # AI Communication Culture Investments in digital transformation were projected to exceed $6.8 trillion by 2023. A staggering 87 percent of those projects failed to meet their objectives. The instinct is to blame the technology. The evidence points elsewhere. Consider a manufacturing company that deployed machine learning to predict customer needs. The data scientists were never told about a new competitor entering the market. The frontline employees who interacted with customers daily had no channel to share what they were observing. Six months later, annual surveys revealed the company was losing customers -- information that had been available to shop-floor staff from day one but never reached the people who could act on it. The communication structure was hierarchical, top-down, and closed. The AI worked as designed. The organisation's communication architecture ensured it worked on the wrong inputs. --- ## The Framework ### The Symphony Conductor Model The framework proposes that AI-savvy leaders think of themselves as symphony conductors. A conductor does not play every instrument. A conductor ensures that every instrument communicates with every other to produce a coherent, unified result. Applied to AI adoption, this means the leader oversees and cha...