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Premium Research Jul 2026
... are discrete units of software that provide a single, valuable function or capability within a larger system. Software engineers must use feature management to safely experiment with, optimize, and deploy code, configurations, and artificial intelligence (AI) components. Overview Analysis Guidance Gartner ...

Analyst(s):   Keith Mann   |   Bill Holz
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Premium Research Jul 2026
... AI-enabled tax notice management automates the intake, digitization and routing of tax authority notices to improve accuracy, reduce manual effort, and prevent missed deadlines. CFOs should reference this implementation guide as they assess, pilot, and operationalize this AI use case. Gartner Recommended ...

Analyst(s):   Alex Levine   |   Twisha Sharma   |   Noah Gardner   |   Ash Mehta   |   Renata Viana
Research Nov 2026
... Delegated Admin Orchestration and Extensibility Portable and Decentralized ID Spt API Access Control Service Security Service Resilience Machine Access Management Customer Partner Workloads Critical Capabilities Ratings Gartner Recommended Reading Critical Capabilities Methodology Gartner Critical Capabilities ...

Analyst(s):   Brian Guthrie   |   Michael Kelley   |   Gautham Mudra   |   Steve Wessels
Premium Research Apr 2026
... IT sourcing, procurement and vendor management leaders are frequently challenged to present overviews of their vendor activity and engagements, or the status of the vendor management discipline. Use this toolkit of templates and structures to create vendor and program dashboards. When to Use Directions ...

Analyst(s):   Edward Weinstein   |   Pete Adamo   |   Joanne Spencer
Premium Research Jun 2026
... Government CFOs often use outdated position descriptions to guide talent management efforts and rarely apply a competency framework. A competency model for government finance defines the skills, behaviors and knowledge needed, and serves as a critical tool to align hiring, development and employee performance ...

Analyst(s):   Farrah Watson
Research Apr 2026
... Access Insights Already a Gartner client? Secrets management tools help organizations secure the increasing number of workloads they employ. This research helps cybersecurity leaders understand the uses, benefits and risks of secrets management tools. These leaders can evaluate these tools and select ...

Analyst(s):   Paul Mezzera   |   Michael Kelley   |   Steve Wessels
Research Feb 2026
... represent an evolution of traditional knowledge graphs, purpose-built to enhance AI model performance, specifically engineered for agentic AI grounding, expanding beyond data and knowledge staging into decisions logic, workflows and event tracing and state management. Product leaders building agentic systems ...

Analyst(s):   Radu Miclaus   |   Jim Hare   |   Tom Coshow
Research May 2026
... Access Insights Already a Gartner client? To secure credibility and overcome market barriers, AI operations management providers must evolve beyond fragmented tools to deliver unified, governance-first ops platforms equipped with full-stack observability. If not, they risk obsolescence as organizations ...

Analyst(s):   Arup Roy   |   Pankaj Prasad
Research Dec 2024
... governance, and D&A and AI literacy. Overview Strategic Planning Assumption(s) Analysis A Look Back Contributors Gartner Recommended Reading Note 1: Knowledge Management Gartner Research ...

Analyst(s):   Melissa Davis   |   Sarah James   |   Cameron Roche   |   Akash Jain   |   Anurag Raj   |   Dalia Naguib   |   Alan D. Duncan   |   Frances Karamouzis   |   Donna Medeiros   |   Joe Antelmi   |   Sally Parker
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