Build a Well-Orchestrated AI Ecosystem for Success

In To Get AI Right, You Need to Build a Well-Orchestrated AI Ecosystem, Faisal Hoque argues that true AI Thought Leadership goes far beyond simply buying the latest technology. Instead, successful AI initiatives depend on a rich, interconnected ecosystem of partners — from universities and regulators to ethicists, suppliers, and customers — that collectively shape how AI is developed, deployed, and sustained. Hoque explains that organizations must design partnership networks with strategic alignment, interoperability, and shared risk models to unlock AI’s full value and avoid obsolescence. This perspective reframes AI adoption as a collaborative system-level challenge, where leadership means orchestrating relationships that enable innovation with resilience and responsibility.
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