... Most retrieval-augmented generation initiatives fail when high thresholds of accuracy are required. Data and analytics leaders can overcome RAG’s limitations in handling complex use cases by supporting LLM interactions with contextual information and knowledge graphs using GraphRAG. Gartner Insights ...
Analyst(s): Christopher Long | Yogesh Bhatt | David Pidsley
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... Access Insights Already a Gartner client? Software engineering leaders and their teams prioritize familiar integration styles over architectural fit, creating brittle architectures that slow business agility and inflate integration cost. A prescriptive framework should be implemented to align styles w ...
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... Access Insights Already a Gartner client? AI value expectations of CEOs and boards are expanding beyond initiative ROI. The AI Value Navigator helps CIOs identify practices strongly associated with CEO-recognized return on enterprise AI investments by showing how they improve economics of future AI in ...
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... As CMOs seek to determine both the activities to transform with AI and the tools with which to do so, Anthropic’s campaign planning plugin for the Claude LLM should be considered for certain situations delineated here. Insights at a Glance Issue Impact More Detail Gartner Recommended Reading Gartner Insig ...
Analyst(s): David Yockelson | Michael McCune | Jenifer Silverstein