... Unstructured data quality issues — such as fragmented metadata, inconsistent semantics, ROT, and data/model drift — all limit AI scalability. Address quality issues by improving governance, enriching metadata, early assessment of source quality, reusing existing content practices and strengthening cross-functional ...
Analyst(s): Jason Medd
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... complicates choices. These insights help infrastructure platform engineers pick the right Kubernetes tools for three AI use cases: data preprocessing, model experimentation, and real-time inference and serving. Overview Strategic Planning Assumption(s) Analysis Recommendations Conclusion Gartner Recommended ...
... expand HR delivery options, CHROs need a new decision sequence for global and local decisions. To maximize HR’s impact and determine the right delivery model, start with organizational outcomes and the work that drives them. Insights at a Glance Issue Impact More Detail Gartner Recommended Reading Gartner ...
... centric operating models and DevOps ways of working, along with the proliferation of generative AI and now agentic AI are creating a rate of change that renders conventional, centralized support models obsolete. Heads of I&O must transition to an AI-driven service enablement model with centralized governance ...
... Apply financial controls such as token limits and context optimization to contain unpredictable expenses •Assess alternative technical architectures or model choices that reduce dependency on single-vendor solutions OpenAI’s recent pricing changes have exposed enterprises to unpredictable, and potentially ...
... Analysts: Jack Santos, Betsy Burton, Marcus Blosch, Saul Brand, James McGovern Your enterprise bases its business strategy on data-driven business models and digital platforms, and requires a world-class EA discipline to: Proactively lead the enterprise's responses to disruptive forces Identify technology-enabled ...
... changes The cybersecurity landscape keeps shifting — from GenAI to new regulations. Update your narrative on an ongoing basis to reflect emerging threats and opportunities. Use business-aligned metrics and stories to keep executives engaged and invested in security’s role as a value driver. How to embed ...
... Intelligence Unleashed: The Fast Track to Enduring Value. AI is driving rapid change, but lasting business value comes from strong data, governance, operating models, and technology foundations. Join Gartner Data & Analytics Summit 2027 to explore AI, data and analytics strategies that deliver measurable results ...
... Engineering Agents and Polyfunctional Robots. Model & Agentic Features the current frontrunners in AI LLM Models, Agentic AI Platforms, Agentic Orchestration Platforms, AI Agent Governance, Intelligent Universal Search (IUS) and Enabling AI Domain-Specific Language Models. Cybersecurity Features the current frontrunners ...