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Research Jul 2025
... their core functionality through the offering of generative and agentic AI capabilities, resulting in pricing complexity that features credit-based models. IT sourcing, procurement and vendor management leaders can use this research to identify pricing options and minimize contract risk. Overview Strategic ...

Analyst(s):   Sachin Joshi   |   Melanie Alexander
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Premium Research Jul 2025
... transformation. With the AI market race expected to reach $608 billion by 2028, tech services leaders must provide AI strategy consulting that drives business model transformation, leveraging industry-specific insights and standardized methodologies. Overview Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   David Ackerman   |   Tom Coshow
Research Oct 2025
... systematically identify, categorize, and address technology debt to improve business outcomes and secure future funding. The Gartner Technical Debt Triage Model offers a practical framework for this process. Overview Strategic Planning Assumption Why This Matters How to Use Analysis Next Steps Gartner Recommended ...

Analyst(s):   Roger Williams   |   Robert Naegle
Premium Research May 2025
... accelerated servers to support AI workloads, along with ongoing digital optimization and transformation initiatives. Overview Forecast Data Summary Forecast Model Summary Influencing Factors and Assumptions Gartner Recommended Reading Note 1: Notable Changes Gartner Research ...

Analyst(s):   Sandeep Unni   |   Pankaj Verma   |   Daniel Snyder   |   Jonathan Rivera   |   Jeff Casey   |   Alexander Hoeppe   |   Rishi Sood   |   Marc Halpern   |   Shivani Palepu   |   George Sellner   |   Simon Cushing   |   Arjun Boparai   |   Debbie Buckland   |   James Ingham   |   Gregor Petri   |   Marlena Brown   |   Tom Nolan   |   Peter Kjeldsen   |   Deborah Neitz Daily   |   Inna Agamirzian   |   Chris Regan   |   Nicole Foust
Premium Research Jul 2025
... straining data governance efforts. Data and analytics leaders responsible for D&A governance need to urgently reset their D&A governance operating models and adopt newer best practices to meet the evolving opportunities and challenges from AI. Overview Strategic Planning Assumption(s) Analysis A Look ...

Analyst(s):   Nina Showell   |   Andrew White   |   Sarah Turkaly   |   David Pidsley   |   Anurag Raj   |   Deepak Seth
Research Aug 2025
... Access Research Already a Gartner client? Anthropic’s Model Context Protocol has taken AI and API developers through an extreme cycle of hype. Google’s introduction of Agent2Agent protocol added more to the hype. Software engineering leaders must navigate through the hype and prepare their API management ...

Analyst(s):   Shameen Pillai   |   Mark O'Neill   |   Aaron Lord
Premium Research Aug 2025
... Confidential AI techniques are essential for securing GenAI workflows and protecting the sensitive data used by AI models. Product leaders must assess the total cost of AI-related reactive compliance efforts to determine where deploying confidential AI techniques can proactively reduce costs and offer ...

Analyst(s):   Apoorva Chhabra   |   Alizeh Khare
Premium Research Aug 2025
... Superapps reflect the state-of-the-art interaction design model for mobile apps by composing multiple extensions called miniapps into a unified employee experience. However, agentic AI, especially AI assistants, will have a dramatic impact, reshaping superapp and miniapp concepts. Application leaders ...

Analyst(s):   Jason Wong   |   Sohail Majumdar   |   Mike Gotta
Premium Research Jun 2025
... regulatory issues and data scarcity challenges to be able to compete in the AI race. Product leaders that do not focus on improving the accuracy of their AI models and communicating the business value in terms of business outcome KPIs will see their market adoption drastically decline. Overview Analysis Gartner ...

Analyst(s):   Akhil Singh   |   Nick Ingelbrecht   |   Aakanksha Bansal   |   Annette Zimmermann   |   Vibha Chitkara
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