... GenAI’s influence is now pervasive, with 60% of buyers using GenAI during purchases. CMOs should use this guidance to optimize digital properties for LLM-assisted search, offer interactive comparison tools, and arm sales teams with insights and value validation assets to secure high-quality deals. Overview ...
Analyst(s): Philip Black
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... costs. Use this research to change your product architecture and take back leverage from your most expensive providers by dynamically optimizing your LLM and DSLM spend. Insights at a Glance Strategic Planning Assumption Issue Impact Implications Gartner Recommended Reading Gartner Insights Abstract ...
... Access Research Already a Gartner client? Specialized AI models are emerging to challenge general-purpose LLMs’ dominance by addressing limitations in reasoning, grounding, and creativity, enabling more diverse AI ecosystems. Product leaders must integrate diverse AI models into strategies and architectures ...
... The political interference surrounding Anthropic’s Fable 5 and Mythos has added concerns to the future of the LLM industry. Gating model access to vetted partners and inviting government access exposes model and tech providers to new risks that they need to combat. Insights at a Glance Strategic Planning ...
... Access Insights Already a Gartner client? Data masking has traditionally focused on masking of structured data. LLMs now drive demand for unstructured data masking and synthetic data. Regulatory updates demand defensible metrics for re-identification risk of the provisioned data. Insights at a Glance ...
Analyst(s): Anson Chen | Joerg Fritsch | Andrew Bales
... CISOs are reacting to the dual impacts of frontier LLM vulnerability discovery and internal organizational AI ambitions. These forces are making managing technical debt and data debt critical, creating a new alignment in incentives and forcing a shift of cybersecurity priorities. Insights at a Glance ...
Analyst(s): Alex Michaels | Charlie Winckless | Niyati Daftary
... AI agent failures in production often stem from a lack of managed context, rather than limitations in LLM reasoning or harness engineering. This research helps AI architects diagnose context failures as agentic architectures scale and resolve them before they impact downstream business operations. Overview ...
... Open-weight LLMs are closing the capability gap with commercial solutions, presenting attractive options to developers and businesses alike. But the origins of many of these solutions are causing alarm. Application leaders need to understand the potential risks and rewards to make informed decisions. ...
... Organizations primarily investing in LLMs face capability limitations and unpredictable costs. To achieve successful AI-driven transformation, heads of EA must lead their organizations beyond LLM-based agents and implement agentic systems enabled by composite AI. Strategic Planning Assumptions Gartner ...