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Research Aug 2026
... affordability and scalability. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Note 1: Agentic AI Pricing Models Note 2: Agentic AI Pricing Structure by AI Technology Note 3: Frequency Correlation Gartner Insights Abstract ...

Analyst(s):   Ethan Cai   |   Alfredo Ramirez IV   |   Aakanksha Bansal   |   Annette Zimmermann   |   Kiumarse Zamanian   |   Christine Tenneson
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Premium Research Jul 2026
... Twenty percent of AI tasks will represent 80% or more of the AI token spend for the average organization. The winners will not be the ones who simply cut these costs, but the ones who focus on optimizing the value per token of these tasks, investing heavily where tokens create value and cutting cost ...

Analyst(s):   Matt Brasier   |   Yogesh Bhatt   |   Tong Zhang   |   Arun Chandrasekaran   |   Nitish Tyagi   |   Manjunath Bhat   |   Shiva Varma   |   Eyad Tachwali   |   Akis Sklavounakis   |   Leinar Ramos   |   Anthony Mullen   |   Gary Olliffe   |   Ben Yan
Premium Research Aug 2026
... Rapid integration of third-party AI models and commercial AI software exposes organizations to complex supply chain risks. CISOs must proactively address these blind spots to avoid breaches, manage concentration risk, and maintain operational and AI-specific cyber resilience. Insights at a Glance Strategic ...

Analyst(s):   Alex Michaels   |   William Dupre   |   Chiara Girardi   |   Oscar Isaka
Premium Research Sep 2026
... Your next marketing campaign targeting European customers carries a hidden AI governance risk. From August 2026, the EU AI Act will require CMOs to strengthen AI transparency, traceability and literacy across teams and partners — or face regulatory, commercial and reputational risk. Insights at a Glance ...

Analyst(s):   James McCormick   |   Nina Maj Fjordvald
Premium Research Oct 2026
... When AI becomes a significant part of the investor story, so does the CIO. This research helps CIOs understand their role in enabling CEOs to build a credible, compelling AI value story for investors. Insights at a Glance Issue Impact More Detail Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   David Akers   |   Dymah Paige   |   David Furlonger
Premium Research Aug 2026
... Stay up-to-date on the latest developments in AI for software engineering and their implications for your organization. The AI briefing for August 2026 examines the importance of agent sandboxing for AI governance and the rise in Chinese open-weights model adoption amid geopolitical uncertainty. Insights ...

Analyst(s):   Akriti Kapoor   |   Russ Hendy   |   Manjunath Bhat
Research Aug 2026
... Access Insights Already a Gartner client? Self-improving AI will shift AI products from fixed capabilities to systems that improve through increasingly automated development processes. Every product leader must redesign product architectures for automated self-improvement to turn user interaction directly ...

Analyst(s):   Arnold Gao   |   Hao Yin
Research Aug 2026
... Access Insights Already a Gartner client? Businesspeople using AI to build useful capabilities reveal scarce AI talent, but also create security, compliance, supportability and scale risks. Use this playbook to identify and embrace AI Artisans, provide safe innovation paths and turn local breakthroughs ...

Analyst(s):   Tori Paulman   |   Bill Blosen   |   Val Sribar   |   Shawn Murphy   |   Jaime Capella   |   Kevin Smith
Research Oct 2026
... client? Service providers are delivering mixed and confusing messages to an AI-hungry market resulting in lost sales opportunities. To improve sales effectiveness, providers must clearly differentiate the business and IT value of AI offerings and align messaging to the priorities of each buyer group. Overview ...

Analyst(s):   David Ackerman
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