... a Gartner client? Centralized D&A teams often face delivery bottlenecks and AI failures due to fragmented, ungoverned data. D&A leaders must design, certify, and expose modular data products for AI via MCP, to enable governed, scalable, and cost-optimized AI across the enterprise. Insights at a Glance ...
Analyst(s): Soyeb Barot
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... Access Insights Already a Gartner client? A reference architecture for IFD aligns technology investments with business goals, reducing complexity and risk. Service and support leaders should adopt a structured, layered approach to map strategy to process, capabilities and technology. Gartner Insights ...
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... Data integration architectures can become conduits for collecting and providing insights into business processes and data. This research provides guidance for data and analytics technical professionals on how to design modern data integration architecture and its capabilities. Overview Problem Statement ...
... Access Insights Already a Gartner client? Organizations struggle to balance rapid AI innovation with the need to mitigate risks. Heads of enterprise architecture can resolve this challenge by enabling low-risk AI to move fast while high-stakes and autonomous AI initiatives receive adaptive governance and ...
... Insights Already a Gartner client? Databricks is a popular choice for a data management platform among Gartner clients. D&A leaders inquire about the effectiveness of the Databricks platform for meeting their use cases such as data foundation, semantic enrichment, domain enablement and agentic automation ...
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... Augmenting Decisions With Artificial Intelligence Decision automation drives competitive advantage: Know when and how to use it. Decisions that use data can be automated in a variety of ways but fall somewhere between being mostly human-based and entirely automated. The key is knowing when and how to ...
... Enterprise architecture teams are critical to creating outcome-aligned, scalable AI strategies. CIOs must ensure their EA functions have the skills necessary to unlock business value from AI strategies. This tool provides structured prompts for CIOs to engage their heads of EA, assessing strengths and ...
Analyst(s): Miles Gibson | Vimarsh Bakaya | Duncan Robson | Marie Sienkowski