RBC Survey Finds Enterprise AI Spending Rising

According to a semiannual CIO survey conducted by RBC Capital Markets and reported by Business Insider, enterprise AI spending momentum is increasing and adoption is moving beyond pilots. The survey found that nearly nine in 10 respondents said token budgets are manageable and that almost half have already exceeded their original spending plans, Business Insider reports. RBC analyst Rishi Jaluria is quoted: "We came away encouraged by broad-based enterprise spending momentum into 2H 2026, with AI adoption beginning to transition from pilot to production," Business Insider cites. The same survey shows OpenAI and ChatGPT leading on both usage and perceived performance: 57% of respondents listed ChatGPT as the model-based service they use most, compared with 12% for Anthropic's Claude; 44% named OpenAI the highest-performing model provider versus 24% for Anthropic, Business Insider reports.

Industry-pattern observations: Broad enterprise moves from pilots to production typically amplify demand for predictable, scalable inference and observability tooling. Organizations reporting manageable token budgets and higher-than-expected spend suggests operational budgeting and unit-cost assumptions are sufficiently mature to absorb increased API consumption. In comparable transitions, teams often prioritize rate limits, cost monitoring, and embedding strategies to control marginal token spend.

Public coverage frames these survey results as a counterpoint to 2026 narratives about an AI spending pullback or a "SaaSpocalypse." For practitioners, rising enterprise consumption reported here implies larger vendor invoices, stronger provider lock-in risk, and heightened importance of model-evaluation frameworks and internal cost-control practices. The survey's strong vendor-share numbers for OpenAI indicate that enterprises continue to favor well-known, broadly integrated provider offerings when moving to production workloads.

• •Adoption metrics: follow subsequent CIO surveys for whether the share of respondents exceeding budgeting plans continues to grow.
• •Token economics: watch vendor pricing announcements and observed per-request costs in production workloads.
• •Provider performance and choice: track shifts in reported highest-performing providers and vendor feature parity, especially around fine-tuning, latency, and enterprise controls.