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From Tokemaxxing to ROI: A Reality Check for Enterprise AI

Is Your Enterprise Maximizing Its AI Returns?

Enterprise AI has rapidly transitioned from experimental pilots to production-line reality. Today, C-suite executives no longer ask if AI delivers value – they are scrutinizing where and how it generates the highest return on investment (ROI) while maintaining total cost efficiency.

In this comprehensive 2026 research report, Google Cloud partnered with the National Research Group to analyze 297,782 data points across 2,403 senior executives globally. The findings reveal a clear line between organizations experimenting with AI and the 26% cohort of “AI ROI Leaders” whose financial returns are accelerating year-over-year.

What You Will Discover Inside the Report:

  • The 3 Habits of AI ROI Leaders: How top-performing enterprises make faster decisions, mandate AI fluency, and embed AI into core revenue streams.

  • The Power of Autonomous Agents: Why 94% of executives cite AI agents as dual drivers for both revenue expansion and cost reduction.

  • Top Enablers for Scaling: How security, compliance, and platform consolidation overcome operational friction to scale AI enterprise-wide.

  • Where ROI is Showing Up: Insights on how AI is accelerating innovation cycles, speeding up decision-making, and strengthening data advantages.

  • Real-World Case Studies: How global leaders like Best Buy, Tata Steel, Highmark Health, and PayPal drive multi-million-dollar value using Google Cloud & Gemini Enterprise

Ready to Accelerate Your Enterprise AI ROI?

Building an AI-ready foundation requires the right combination of scalable cloud architecture, governance, and model efficiency. Brilyant, in partnership with Google Cloud, helps enterprises design, deploy, and optimize AI workflows that deliver predictable, long-term business value.

Download the full report now!

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