... Access Insights Already a Gartner client? LLMs and agentic AI are rapidly superseding older legacy chatbots. Enterprise application leaders must know how to migrate from deterministic, rule-based chatbots to GenAI-enabled ones and/or conversational AI agents to cut technical debt and to find the best implementation ...
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... other digital leaders are under pressure to enhance their data management for AI. This reference guide provides guidance on four key components of data management, specifically focusing on the enhancements needed to support AI initiatives at scale. Overview Why This Matters Analysis Next Steps Gartner ...
Analyst(s): Ehtisham Zaidi | Rita Sallam | Svetlana Sicular | Aviral Vyas | Roxane Edjlali | Pat Cary | Maheen Ahmad | Birgi Tamersoy
... changing products, services, and marketing make navigating the crowded AI landscape challenging. When looking ahead, global CIOs can use this infographic and these four criteria to understand how disparate players are performing in today’s AI landscape. Foreword Overview Gartner Research ...
... ChatGPT is testing in‑conversation ad placements, signaling that AI‑led discovery is now appearing in paid media tests. For most brands, it’s premature to invest; CMOs should critically assess opportunities, monitor this media shift, and prepare for mainstream adoption of ads inAI environments. Insights ...
... preliminary statistics show that server shipments increased by 6.4% year over year in 4Q25, due to strong demand for AI workloads, especially in the U.S., where vendors push high-ASP, AI-optimized servers and hyperscalers invest in the same. What You Need to Know Findings: Top-Line Results Gartner Recommended ...
Analyst(s): Andrew H Kim | Amit Goyal | Uko Tian | Adrian O'Connell
... Access Research Already a Gartner client? Value creation from AI initiatives requires a rigorous, repeatable enterprisewide approach. The Reference Guide for AI Value features an overview of Gartner frameworks, toolkits, and approaches that enable executive leaders to review the underlying economics ...
Analyst(s): Bhakti Laul | Maheen Ahmad | Aviral Vyas | Frances Karamouzis | Rita Sallam | Nate Suda
... Software engineers can use this reference architecture to design scalable conversational AI systems. The modular blueprint integrates menu-driven, AI-powered capabilities and context systems, ensuring adaptability and robust data governance for future technology shifts. Architecture Brief Architecture ...
... Gartner First Takes Fresh insights on emerging trends Product leaders should treat NVIDIA’s acquisition of Hugging Face as confirmation that the next AI battleground is the developer, with open-weight models now core to every roadmap. Plan for cheaper open models, and for your pull data to be NVIDIA’s ...
Analyst(s): Gaurav Gupta | Annemarie Roussel | Arun Chandrasekaran | Ray Valdes | Elisabeth Torres-Schulte | Mark Petty
... Job redesign must become a more common activity as AI changes work. Because the magnitude of job evolution will vary, so should the magnitude of corresponding job redesign. This article helps CHROs and their teams develop a consistent framework to rightsize their job redesign work. Insights at a Glance ...