Building on Goldman's estimate that AI adoption across corporate America currently stands at roughly 20.6% and could rise to 24% by year-end, a Guggenheim Securities survey of 150 large-enterprise IT professionals found that 81% of respondents have already deployed AI agents. Anthropic and OpenAI are leading adoption among AI-native platforms, reinforcing the view that the enterprise chatbot and frontier-model battle is increasingly becoming a two-pony race.
The survey found that enterprise adoption of AI is quickly accelerating, with 81% of respondents already deploying chatbots.
About 42% of employees actively use AI for roughly 22% of the workday, resulting in an estimated 18% productivity gain.
According to respondents, AI accounts for an average of roughly 19% of corporate IT budgets, with spending concentrated in software development, data analytics, and IT operations. About half of respondents expect AI to become a separate budget line, while 37% of those firms plan to fund it in part through incremental spending beyond existing IT allocations.
The survey also provided more evidence of token cost concerns among respondents:
On average, respondents anticipate that AI will have a positive impact on their company's operating margin. Furthermore, respondents anticipate this impact to accelerate to 3.1% in 2027. We also note that our data indicates more respondents anticipate mid-to-high single- digit decreases in 2027 vs. 2026, which may be indicative of token costs outweighing realized benefits from AI adoption. With that being said, this is still significantly outweighed by an anticipated benefit from AI.
Recall the recent tokenmaxxing fiasco and the mysterious $500 million Claude bill, Uber capping AI coding spend after burning through its entire 2026 agentic budget in just four months, and UBS checks showing token costs have become a live issue for roughly 60% of enterprise customers. One company received its first AI invoice and heard leadership respond bluntly: "We don't have the money for this."
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On headcount, respondents reported an average 2.5% reduction tied to AI, far from the apocalyptic mass-layoff forecasts that dominated headlines earlier this year.
Marc Andreessen recently dismissed the narrative of sweeping AI-driven job cuts as "fake," and Guggenheim's findings lend some support to that view: AI is improving productivity and easing labor constraints, but it has yet to trigger mass layoffs.
Here are more AI adoption trends across the corporate world, offered in a recent note by Goldman analyst Sarah Dong...
However, JPMorgan takes a different view of the AI adoption trend.