The hidden tax on every AI initiative (and how to stop paying it)

AI BRIEFING

• ⬤ AI initiatives often fail to deliver due to 'hidden taxes' of strategy misalignment, data foundation failures, technical implementation gaps, and organizational silos. To stop paying the hidden tax, organizations must implement a four-part framework: create explicit value agreements, build measurement into the foundation, design for organizational integration, and implement continuous value validation.