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Research Mar 2026
... Product leaders for the U.S. federal market must prepare for the shift from AI experimentation to mission deployment at scale. This includes refining go-to-market strategies, proposed costs, and AI solution architecture based on U.S. AI acquisition policies. Overview Strategic Planning Assumption(s) Analysis ...

Analyst(s):   Daniel Snyder   |   George Sellner
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Premium Research Mar 2026
... By implementing adaptive governance and automated conflict resolution, heads of enterprise architecture can scale agentic AI safely and mitigate shadow AI risks, turning system conflicts into opportunities for operational efficiency and business value. Insights at a Glance Strategic Planning Assumptions ...

Analyst(s):   Benjamin Arnberg   |   Auria Asadsangabi
Research Apr 2026
... Access Insights Already a Gartner client? Business outcomes are the only place differentiation actually exists, particularly when marketing AI offerings. Product capabilities are commoditized; strategic impact is generic. Messaging that maps how your offering improves relevant outcomes is the only way ...

Analyst(s):   Molly Beams
Premium Research Feb 2026
... AI and GenAI adoption in education promised positive impacts on productivity, research, teaching quality and student outcomes. However, few institutions have yet seen tangible institutional returns at scale. This research highlights actions for education CIOs to accelerate AI maturity. Insights at a ...

Analyst(s):   Tony Sheehan
Research Feb 2026
... nondeterminism in GenAI and agentic AI applications makes it difficult to measure and improve reliability and earn user trust. Software engineering leaders must invest in AI evaluation and observability platforms that bring rigor and repeatability to testing business-critical AI applications. Overview Strategic ...

Analyst(s):   Wilco van Ginkel   |   Manjunath Bhat   |   Alex Coqueiro
Premium Research Apr 2026
... Product leaders who chase AI adoption without a path to revenue risk trading short-term results for long-term disappointment. This research shows how to monetize AI today with the flexibility to adjust the pricing model as market and customer expectations evolve. Insights at a Glance Strategic Planning ...

Analyst(s):   John Santoro   |   Ron Burns   |   Marissa Schmidt
Research Mar 2026
... client? Low-power physical AI architectures are bringing billion-token intelligence to the edge, enabling the next frontier of premium hardware. Product and innovation leaders who focus on taking advantage of this emerging, on-device, physical AI shift now will dominate the AI race; those who rely on the ...

Analyst(s):   Ganesh Ramamoorthy   |   Stacey Yin
Research Apr 2026
... Access Insights Already a Gartner client? Trustworthy human-AI collaboration merges the speed of AI agents with human oversight, reducing the 50% failure rate from agents’ context blindness. To differentiate and compete, product leaders must support hybrid environments where specialized agents handle ...

Analyst(s):   Kiumarse Zamanian
Research Feb 2026
... Access Insights Already a Gartner client? AR must not only bring AI into the heart of its operations, but also into its skill set, evolving into a new kind of AR leader — augmented, confident, credible and capable of driving innovation deep into the business. Analysis Gartner Insights Abstract ...

Analyst(s):   John Field   |   McKenzie Smith
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