Reasoning
Major consulting firms (McKinsey, BCG, Deloitte, Accenture) have established track records of publishing trend reports on emerging business challenges—they published major reports on digital transformation fatigue (2018-2020), cloud implementation failures, and change management challenges. Given that AI adoption is already showing real implementation challenges (Gartner's 2024 CIO survey found 55% of AI projects fail to move past pilots), consulting firms have strong commercial incentives to publish research on "AI fatigue" and implementation failures by 2026 to position themselves as solution providers. The timeline is sufficient (18+ months) for firms to conduct research and publish, and these reports typically lag market awareness by 12-24 months—meaning 2026 is the natural window when implementation struggles will be well-documented enough to warrant major report publication.Key uncertainty
Whether the specific framing of "AI implementation failures" or "AI fatigue" will be used versus alternative framings like "AI ROI challenges" or "responsible AI governance," which could affect whether this resolves positively depending on resolution criteria specificity.