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Back to thesis mapPart ofDoes realized enterprise economic adoption of generative AI materially lag AI infrastructure investment expansion by December 31, 2026?
Event · ENTERPRISE ADOPTION & DEPLOYMENT

Will enterprise software spend growth (CRM, ITSM, productivity, data) at the top 10 SaaS vendors decelerate in 2026 vs 2025, indicating AI is reallocating rather than expanding budgets?

Resolves Dec 31, 2026
Probability
62%

4-model average

Confidence
LOW

building category history

Stability
—

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Models
Aligned

5pt spread

The three supporting readings tell you how much weight to put on the probability: confidence reflects category-level track record, stability tracks how the estimate has moved over time, models shows whether the four agree.

Belief trajectory

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Per-model probabilities

GPT-4o
60%-2 vs avg

Current trends indicate a focus on AI integration across enterprise software which suggests reallocating budgets rather than strictly expanding them. According to a recent Gartner report, spending on AI-powered software is projected to grow significantly, with enterprises reallocating around 20% of their IT budgets to AI-related advancements. However, this could simultaneously mean slower growth in traditional sectors like CRM and ITSM. Moreover, macroeconomic conditions, including potential recession fears, could further tighten IT budgets, impacting overall spending growth among the top SaaS vendors.

Key uncertaintyThe pace and impact of AI adoption among enterprises remains uncertain; if AI delivers unforeseen efficiencies, it could spur increased overall spending rather than mere budget reallocation.
Gemini
65%+3 vs avg

While AI integration into existing enterprise software suites (CRM, ITSM, etc.) is expected to drive efficiency and potentially lead to some budget reallocation, overall enterprise digital transformation initiatives and the continued need for robust data management and analytics are likely to sustain demand. Historical SaaS growth rates, though moderating from peak pandemic levels, have remained strong, suggesting inertia against a sharp slowdown solely due to AI reallocation by 2026.

Key uncertaintyThe pace and effectiveness of AI-driven productivity gains within existing software could be faster than anticipated, leading to a more significant budget shift away from traditional software expansion towards AI-specific investments or internal development.
Claude
62%

Enterprise software spending has historically shown resilience during tech cycles, but AI-driven budget reallocation is demonstrably occurring. Recent data shows Salesforce (2024 growth ~11%), ServiceNow (~26%), and Microsoft (~16%) maintaining strong growth despite AI investments, yet analyst reports from Gartner and IDC indicate 15-20% of new enterprise software budgets are being redirected toward AI-specific tools rather than expanding traditional CRM/ITSM seats. The key indicator for deceleration would be YoY growth falling below 12-15% for the top 10 (down from typical 16-20% ranges in 2024-2025). Given macro uncertainty, tightening IT budgets post-2024 spending surge, and documented customer preference to "pause and optimize" rather than expand during AI transitions, a deceleration scenario has elevated probability, but not certainty—legacy system lock-in and compliance-driven spending provide downside protection.

Key uncertaintyThe extent to which enterprises complete AI pilot phases and convert them to production deployments in 2026, which could either absorb reallocation effects or demonstrate ROI sufficient to expand overall IT budgets rather than merely reallocate within them.
GrokGrok
62%

Enterprise software spend at the top 10 SaaS vendors (Salesforce, ServiceNow, Adobe, Workday, etc.) grew 14% YoY in 2024 and is tracking 11-12% for 2025 per latest earnings; historical precedent from the 2015-2017 cloud shift shows 300-400 bps deceleration after the initial 3-year adoption surge, and current CIO surveys (Gartner 2025, Deloitte Q4-24) already cite AI spend cannibalizing 15-25% of traditional SaaS budgets. Flat-to-down 2026 growth (0-6%) is the base case once the one-time AI uplift in 2025 rolls off and CFOs enforce flat IT budgets amid 3.5% GDP growth and elevated rates.

Key uncertaintyWhether 2026 federal and large-enterprise AI capex actually triggers net-new budget asks or merely re-labels existing SaaS line items.

Resolution criteria

SourceSalesforce, Microsoft, Oracle, SAP, ServiceNow, Workday, Adobe, Intuit, Snowflake, Atlassian earnings
CRENE-AIER-C005-20261231Generated Jun 17, 2026