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Premium Research May 2026
... or manual data entry. Modern metadata ecosystems span diverse sources, capture methods, and consumption patterns — all of which must operate as a coordinated system. This toolkit provides a structured, repeatable way for architects to bring the metadata management reference architecture to life through ...

Analyst(s):   Sagnik Das   |   Lydia Ferguson
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Premium Research Jun 2026
... Documentation communicates design intent and captures significant decisions. Quality documentation increases the chances of successfully creating, delivering and updating software. Use this guidance to standardize practices and apply AI to improve speed and quality. Overview Problem Statement The Gartn ...

Analyst(s):   Kevin Matheny
... for Data and Analytics Governance Does your existing data governance model align with your data and analytics strategies? By 2027, 60% of organizations will fail to realize the anticipated value of their AI use cases due to incohesive ethical governance frameworks. A traditional approach to data and ...
Research August 06 2026
... Build an AI Governance Strategy for Data & Analytics Success Learn how data and analytics leaders can build governance practices that scale AI adoption while managing trust, risk and compliance. As AI becomes a core driver of business transformation, data and analytics leaders face increasing pressure ...
Premium Research May 2026
... but poor architecture leads to cost and performance challenges. This vendor-agnostic reference architecture helps application architects design secure, automation-ready environments for human and nonhuman workers. Architecture Brief Architecture Use Cases Architecture Diagram Architecture Capabilities ...

Analyst(s):   Timon Watson   |   Craig Fisler
... Technology & IT Services Client Contact Carlo Rugagini, Chief Digital Officer, Tailoor Employees < 50 Related Gartner resources Gartner for CDAOs Gartner Data & Analytics Maturity Score Gartner Cost Optimization Framework ...
Research Jun 2026
... Access Insights Already a Gartner client? Architecture as code is an emerging technique for defining software architecture as formally structured, versioned artifacts managed as code. Software engineering leaders must balance its potential benefits against the limited maturity of the approach to invest ...

Analyst(s):   Shiva Varma   |   C.A. Swan
Premium Research Oct 2026
... The core architecture patterns for agents scope, structure and coordinate their work to support specific or general-purpose processes. Software architects building agent-based systems must use these patterns to ensure they deliver efficient and effective solutions. Overview Analysis Recommendations ...

Analyst(s):   Gary Olliffe
Premium Research Aug 2026
... A successful AI agent architecture depends on effective agent integrations with components such as AI models, MCP servers and other agents. Software architects should mediate these interactions through AI gateways to enforce consistent, centrally governed policies and enable observability. Overview ...

Analyst(s):   Harprit Singh   |   Steve Deng
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