Editorial illustration for US corporate AI spending hits a new high in October, growth slows to 1.65%
US corporate AI spending hits a new high in October,...
Corporate spending on AI tools in the US climbed to a record in October 2026, but the pace of growth is cooling off. Ramp's AI Index, built from payment data covering more than 85,000 US companies, found month-over-month spending rose just 1.65 percent, a far cry from the double-digit jumps that defined earlier stretches of the AI buildout. The slowdown doesn't mean enthusiasm is fading everywhere at once. It points to a widening split between companies pouring money into AI and the much larger group barely spending anything at all.
Ramp, the financial services firm behind the index, tracks corporate card and bill-pay data to measure how businesses are actually putting AI to work, not just how they talk about it. That distinction matters this month. The October numbers show a market where a small slice of heavy spenders keeps pushing budgets higher while most companies stay flat. Software development teams remain the biggest driver of tracked spending by a wide margin, a detail that shows where AI tools are earning their keep inside company budgets right now.
The heaviest AI users spent somewhat more, according to Ramp. The top one percent of companies by AI spending paid a median of $10,200 per employee per month, up nine percent. A typical company, by contrast, spent just $16.32, a slight increase of less than a dollar from the previous month.
Why this matters
The gap between the median company spending $16.32 per employee and the top one percent paying $10,200 tells us the AI spending story isn't really about broad adoption yet, it's about a small number of companies betting heavily while everyone else dabbles. That same top slice generating 80 percent of OpenAI and Anthropic's revenue should make founders pitching "every company will adopt AI" narratives pause. The 1.65 percent month-over-month growth, down from whatever pace preceded it, suggests even the heaviest spenders are hitting some kind of plateau, at least on paid, trackable usage.
We'd also flag the methodology gap here: Ramp's data comes from 85,000 companies using its cards, but free tools and personal-account usage don't show up. That means actual AI usage inside companies is probably higher than this index captures, even if paid corporate spending is slowing. For anyone building AI products, the real question isn't whether spending hit a new high, it's whether that concentration among a handful of heavy spenders is sustainable or a sign the market is narrower than the hype suggests.
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Further Reading
- Ramp AI Index - Ramp
- October 2026 Ramp AI Index: Cracks in the AI thesis, part 3 - Ramp
- New Fronts in the AI Trade Part 1 - EconLab
- Ramp data shows AI spending stalling just as Anthropic gains ground - Yahoo Finance
- AI Spend per Token Fell 21% as Google Commitments Hit $924B - FourWeekMBA
