AI value creation is an expectation crisis, not a technology shortfall.
- Gartner client? Log in for personalized search results.
Accelerate Enterprise AI Value Realization at Scale
Realizing value at scale is a critical ask for every CIO
The era of AI experimentation has matured into a mandate for measurable performance. For the CIO, the mission has shifted from exploring technology to architecting value; yet most initiatives are stalling before they can deliver on the CEO’s growth agenda.
Download this guide for key steps to achieving success on this mission-critical priority and to learn more about how Gartner collaborates with leaders like you to drive key outcomes.
You may also like:
- Webinars on AI, tailored for CIOs, led by Gartner experts
Key actions to realize AI value at scale
CIOs must replace speculative AI pilots with a disciplined architecture that connects technical performance to financial outcomes. By automating value capture and continuous refinement, IT ensures every model and agent delivers a measurable and sustainable impact on the P&L.
Gartner has identified the major actions and decisions on your journey to success on this mission-critical priority. Gartner has tools and insights to support you throughout these steps, which will typically span many quarters or even years. (Your organization may or may not need to pursue each of them in any given order.)
The steps to successfully accelerate AI value realization at scale are:
Establish use case prioritization framework
Systematically prioritize AI use cases by business value, feasibility and readiness to focus investment.
Establish value metrics
Tie AI performance directly to P&L outcomes with clear, standardized financial and operational metrics.
Create a high-value AI portfolio
Balance risk, return and time to value across a portfolio aligned to enterprise strategy.
Deploy, track and automate value capture
Operationalize AI and automate tracking to consistently capture measurable business impact.
Continuously refine AI solutions
Operationalize AI and automate tracking to consistently capture measurable business impact.
Decision tools
Get benchmarks, assessments and guides to drive stronger performance.
Unparalleled, proprietary insights to help you deliver AI value at scale
Gartner client? Log in for complete access.
A curated environment for CIOs to explore how to tackle priorities and accelerate business
Gartner CIO Leadership Forum 2026
Attendees explore the big ideas and trends shaping the future for CIOs — with insights from Gartner experts and peers.
Drive stronger performance on your mission-critical priorities.