Everything on Operations & Finance

Early AI ROI manifests primarily as productivity multipliers and operational efficiency rather than direct revenue attribution.

Impact: Leadership teams must adopt new performance metrics that track compounding workflow improvements instead of immediate financial returns.

— from AI Infrastructure Commoditization and Enterprise Software Fragmentation · a16z Podcast· Jun 04, 2026