Businesses struggle to determine which AI tools to invest in after the hype cycle deflates

Companies are confused about AI adoption strategy as the initial hype fades and they face a fragmented market of free tier tools versus expensive enterprise solutions. Decision-makers lack clear frameworks to evaluate which AI investments will actually deliver ROI versus which are commoditized or overhyped, leading to wasted budgets and missed opportunities.