AI and Growth: A Tale of Two Strategies
Is AI the superhero we’ve been waiting for, or just another fad? The KeyBanc Capital Markets' 2026 AI x Software Benchmark throws more questions into the ring than it answers. This benchmark isn't just numbers on a page; it's a pulse check on how AI is reshaping the software landscape. Seeing AI-native firms grow at a dizzying 34% median ARR compared to a more modest 22% for those incorporating AI, you’d think these AI wizards are onto something magical. Yet, profits? They're as elusive as a needle in a haystack.
The Profitability Conundrum
Gunning for growth and burning through cash seems to be the playbook for AI-native firms. With a median EBITDA margin languishing at minus 12%, it’s like they're running a marathon only to land on quicksand. Meanwhile, companies playing it smart by embedding AI into their existing lineup show they're no slouches either, standing at a sliver-thin minus 1% margin. It’s a stark reminder that while growth stories are glittering, profitability talks and, currently, it’s whispering.
- AI-native ARR growth: 34% in 2025.
- Embedded AI ARR growth: 22% in 2025.
- AI-native EBITDA margin: (12%) in 2025.
- Embedded AI EBITDA margin: (1%) in 2025.
“AI spend is running ahead of budget and the economics are still catching up,” says Scott Peterson from KeyBanc.
Monetizing AI: Early Days
Lookin' at the AI landscape, you'd think we were in a gold rush. But let’s be honest, some of these miners are coming up empty-handed. The survey highlights that while AI-driven ARR is expected to swell by 128% in 2026, it's still just a slice of the broader pie. Companies charging extra for AI might be flexing a 27% ARR growth, but they just can’t lock down that sweet net retention. The financial fireworks show is on a timer, and they’ve barely lit the fuse.
Spending vs. Saving: The Token Tug-of-War
It’s a tale as old as time—spending more than you earn. A whopping 44% of firms blew past AI budgets, with some even tipping 20% over the plank. High token usage is the culprit here, chipping away at those margins before growth can even peek through. It’s hard to shoot for the stars when you're already knee-deep in moon dust.
- AI-driven ARR growth forecast: 128% in 2026.
- Overall median ARR growth: projected at 23% in 2026.
- 44% of companies overspending on AI year to date.
AI's Impact on Productivity and Workforce
AI’s a double-edged sword, slicing through development cycles while also hacking away at traditional workforce roles. Nearly 92% of players report faster product rollouts—well, that’s a no-brainer. But the workforce shuffle? It's already unsettling R&D and customer service desks. Looking ahead, expect a shakeup—relocation, retraining, or replacement? Your guess is as good as mine.
“Developer productivity improves, but gains are plowed back for product speed,” recalls Peterson.
- 92% report shorter development cycles with AI.
- 65% saw no AI-driven workforce changes in 2025, but changes loom.
Customer Adoption: Building or Waiting?
AI’s tech allure might as well be catnip to customers—57% are diving right into AI tools for their own crafty creations. But, full-blown AI agents? Only 20% are offering them, and they’re just early sketches on the canvas of automation.
The Road Ahead
KeyBanc Capital Markets has laid out a vivid portrait of AI's potential, riddled with teething troubles. With NYSE:KEY sharpening its focus on AI's economic impact across sectors, investors eagerly await 2026 as the proving ground for AI-driven revenue models. The call to action? Weigh the delayed profitability with long-term growth potential. As the AI river swells, those ready to navigate these unpredictable currents might just find gold at the end.
