... Data integration is essential for enterprisewide data initiatives, but the multitude of design options can be overwhelming. This research and its accompanying spreadsheet present technical professionals with a repeatable process to choose an appropriate data integration pattern for a given use case. ...
Analyst(s): Andy Lee
Get more from Gartner
Interested in receiving proven business and technology insights, analyst guidance, benchmarks, diagnostics and more? Connect with a Gartner representative to learn more about becoming a Gartner client.
... “postdigital” world, where “digital” is no longer seen as a separate strategy but an implicit part of all business growth strategies. Enterprise architecture is well-positioned to help shape the strategy, balancing the proper growth and resilience investments and seeking to do both where possible. Organizations ...
... 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 and growth. Explore our topics ...
... that combines human and agentic workflows for infrastructure orchestration and governance across all environments. Architecture Brief Architecture Use Cases Architecture Diagram Architecture Capabilities and Components Infrastructure Deployment Targets Sources of Truth and Context Layer for Infrastructure ...
... integrating RAG systems. Data scientists should use this research to define a modular architecture for building, optimizing, and operating a dynamic GraphRAG pipeline, ensuring efficient retrieval, and scalability. Architecture Brief Architecture Use Cases Architecture Diagram Architecture Capabilities and Components ...
... •Assess the capabilities needed to govern AI agents across diverse platforms •Evaluate approaches for controlling agent costs, risks and operational complexity •Identify criteria for selecting an AI agent management platform aligned to enterprise needs As AI agents move rapidly into production, many ...
... commitment to one vendor by building AI systems you can switch between different models or using flexible APIs, abstraction layers and portable dataarchitectures. Treat AI computing resources like a limited business asset and balance performance improvements against cost, sustainability and operational ...
... Already a Gartner client? AI initiatives test future-state architectures faster and harder than other domains do. Centrally controlled AI governance creates severe bottlenecks. Correctly mapping AI initiatives onto a three-tiered future-state architecture resolves these challenges without adding new governance ...
... exposing weak D&A foundations. D&A leaders should make architecture a core part of the operating model, modernize the foundation before expanding portfolios, and build for composability. Gartner’s 2026 CDAO Agenda Survey found that strong architecture practices can increase business value by up to 36%. ...
Analyst(s): Michael Gabbard | Soyeb Barot | JC Martel, PhD