AI spend
AI spend at Beyond Market Intelligence is a file of 2 stories. The newest of them: “As AI costs drop, employee adoption signals a smarter shift” and “Move Beyond Token Metrics to True AI-Driven Delivery”. August's data shows AI spend per employee dipping at top firms, even as token costs fall and cheaper models flood the market. Engineering leaders are pouring money into AI, yet software delivery often stalls. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every AI spend story on Beyond Market Intelligence, newest first.
As AI costs drop, employee adoption signals a smarter shift
August's data shows AI spend per employee dipping at top firms, even as token costs fall and cheaper models flood the market. That's not the adoption curve hyperscalers banked on. It's tempting to call it summer doldrums, but the signal is worth reading straight: enterprises are pausing, not retreating. They're weighing efficiency against experimentation. For teams navigating this, the real work isn't chasing volume, it's building guardrails that make AI sustainable.
Move Beyond Token Metrics to True AI-Driven Delivery
Engineering leaders are pouring money into AI, yet software delivery often stalls. That's the puzzle Lizzie Matusov, CEO of Quotient, tackles head-on. She argues that soaring spend misses the mark when teams chase vanity metrics like token usage. Instead, she introduces a research-backed maturity framework to help leaders identify where adoption gets stuck, align their organizations, and focus on real bottlenecks across the development lifecycle. It's a grounded, practical call to move from activity to measurable outcomes.