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Premium Research Jun 2026
... Increasing usage of LLMs, such as Google AI Mode and ChatGPT, is disrupting traditional, search-based exploration pathways, causing confusion among senior enterprise leaders on how search strategies must adapt. Use these slides to support education materials on the wider context and marketing implications ...

Analyst(s):   Matt Moorut
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Premium Research May 2026
... Fine-tuning is gaining interest for diverse use cases, such as AI agent instruction tuning and sovereign AI. However, fine-tuning comes with challenges that may turn into constraints. Data scientists must use this framework to decide whether fine-tuning is a viable option for their use case. Overview ...

Analyst(s):   Wilco van Ginkel
Premium Research Apr 2026
... Identity architects must adapt IAM systems to manage AI agents’ unique characteristics, ensuring secure, accountable and auditable interactions. This research highlights the need for a unified control plane to govern AI agents. Overview Analysis Recommendations Conclusion Gartner Recommended Reading Gartn ...

Analyst(s):   Homan Farahmand
Premium Research Sep 2026
... Your entire business model is based on rented intelligence you don’t own. Your large language model vendor controls model behavior, safety rules, pricing and release timing. Every large language model change lands in your product, whether or not it is aligned with your plans. Make your large languag ...

Analyst(s):   Efe Pazarceviren   |   Sabine Zimmerhansl
Premium Research Oct 2026
... The core patterns for grounding and guiding agent systems focus on organizing context, memory, and knowledge to align and improve agent behavior. Software architects building memory for agent-based systems must understand these patterns, and their pros and cons, to ensure they deliver efficient and ...

Analyst(s):   Steve Deng   |   Gary Olliffe
Research Jun 2026
... Access Insights Already a Gartner client? LLMs will not replace data warehouses as an enterprise’s central knowledge base, but will instead serve as an advanced interface and reasoning layer on top of them. Even so, data warehouse product managers must evolve their architectures from “human-centric” ...

Analyst(s):   Robin Schumacher
Premium Research May 2026
... Enterprise application leaders must navigate complex token-based billing for AI-enabled apps, which can affect budget visibility and value tracking. They must understand token consumption and pricing structures to manage and optimize costs effectively. Insights at a Glance Issue Impact More Detail Contri ...

Analyst(s):   Justin Tung   |   Shiva Varma
Premium Research Feb 2026
... Gartner First Takes Fresh insights on emerging trends Agentic coding is transforming software engineering and application development. Recent announcements from frontier model providers tease an agentic future of application security. This document analyzes this emerging trend and provides early guida ...

Analyst(s):   William Dupre   |   Jeremy D'Hoinne
Premium Research Mar 2026
... Developing and deploying LLM-based AI agents is a new challenge when compared to traditional software engineering. The agent development life cycle (ADLC) guides software engineers establishing the processes, platforms and practices for building successful AI agents. Overview Problem Statement The Gartner ...

Analyst(s):   Manjunath Bhat   |   Gary Olliffe
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