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Research Jun 2026
... Access Insights Already a Gartner client? WFMs will determine who will win in physical AI, but their extreme compute demands are colliding with the power and latency realities of edge AI autonomy. C-level product and innovation leaders must redesign product roadmaps around edge-optimized WFM, system- ...

Analyst(s):   Murat Önder
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Research Jul 2025
... Research Already a Gartner client? AI-enhanced software development, such as vibe coding, promises to boost efficiency, but full automation and replacement of application security roles by these tools is not feasible. Security and risk management leaders must use AI tools strategically to enhance human ...

Analyst(s):   Angela Zhao   |   Manjunath Bhat   |   Aaron Lord   |   Mark Horvath
Premium Research Sep 2026
... technology users struggle to absorb traditional release communications. Product marketing leaders should use AI-enabled release discovery to help users stay informed about relevant product updates in ways that fit their needs and preferences. Insights at a Glance Issue Impact Implications Gartner Recommended ...

Analyst(s):   Rahim Kaba
Research Oct 2025
... Research Already a Gartner client? AI is transforming IT service delivery — automating tasks, reducing headcount, and compressing timelines. Yet, most contracts remain anchored to outdated, FTE-heavy pricing models. Sourcing leaders must use a strategic framework to capture AI-driven efficiencies through pricing ...

Analyst(s):   Luis Pinto   |   Katarzyna Fonteyn   |   Jaideep Thyagarajan
Premium Research Sep 2025
... As AI reshapes jobs and work patterns, CIOs must rethink how to rightsize the workforce to fulfill the enterprise’s AI ambition and goals. This research examines strategies and methodologies for continuously setting and resetting headcount targets as part of strategic and budget planning cycles. Overview ...

Analyst(s):   Lily Mok   |   Helen Poitevin   |   Nate Suda
Research May 2026
... Access Insights Already a Gartner client? A new class of human-centric AI enablement roles unlocks value at scale. CIOs and AI leaders must balance the technical skills in their AI COE with a targeted selection of these roles. Insights at a Glance Impact Actions Cautions How to Execute Success Measures ...

Analyst(s):   Joe Ham   |   Anthony Mullen
Premium Research Jun 2026
... This research outlines the essential AI capabilities PMO staff need to succeed in project, program, and portfolio management. PMO leaders can use this practical framework to build AI literacy, improve decision making, and ensure responsible AI governance across their teams. Insights at a Glance Strategic ...

Analyst(s):   Shivica Mathur   |   Jennifer Jackson   |   Woojin Choi
Premium Research Jul 2026
... ERM face pressure to actively leverage AI in their everyday workflows to improve efficiency and deepen risk insights. Use this research to benchmark ERM AI adoption levels, tool choices, value creation areas, and key barriers to progress to inform near-term AI strategy. Insights at a Glance Issue Impact ...

Analyst(s):   Samantha Darnell
Premium Research May 2026
... CFOs now play a key role in funding, governing, and measuring AI, yet often lack clear benchmarks for AI-savvy leadership. This interactive tool helps CFOs compare their AI literacy with peers by region, industry, revenue, and company structure. Data Insights Directions for Use About This Research Contributors ...

Analyst(s):   Kriti Bhatia   |   Janel Everly
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