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Premium Research Oct 2026
... Eleven members of Gartner Research Board’s D&A community share their perspectives on emerging AI-related roles, the roles critical to enabling their AI ambitions, and the key factors for prioritizing certain roles. Overview Summary of Results Survey Respondents Gartner Recommended Reading Gartner Insights ...

Analyst(s):   Consult the Board Research Team
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Research Aug 2026
... experience success with AI, data quality issues plague heads of I&O during implementation. Much of the dismay is due to weak governance at intake. Shift-left channels and inconsistent intake controls are creating unreliable records, corrupting metrics, and undermining automation and AI outcomes. Without strong ...

Analyst(s):   Joe Rogus
Research Aug 2026
... delivery using proprietary AI platforms. As a result, SPVM leaders must evaluate these AI platforms against 10 key strategic, technical, and commercial criteria to ensure strategic alignment, avoid vendor lock-in and maximize asset value. Insights at a Glance Providers’ Proprietary AI Platforms Create New ...

Analyst(s):   Gunjan Gupta   |   Luis Pinto   |   Sundar Viswanathan
Premium Research Jul 2026
... AI lets people create, automate and act faster than organizations can absorb. The resulting friction can reveal talent, expose organizational problems or show that controls are working. CIOs should diagnose friction before reducing it. Insights at a Glance Issue Impact More Detail Gartner Recommended ...

Analyst(s):   Jaime Capella   |   Val Sribar   |   Philip Walsh
Premium Research Jul 2026
... Leaders responsible for AI need a structured way to detect, measure, and remediate drift in agentic systems. Use this checklist to monitor agent performance, maintain compliance and governance, and ensure continued alignment with business objectives over time. When to Use Directions for Use Gartner Recommended ...

Analyst(s):   Soyeb Barot   |   Priya Sundararaman
Premium Research Sep 2026
... legacy software requires understanding and aligning intended behavior to future intent before generating new code. Software engineering leaders who rush AI into rewriting legacy application code simply create the wrong software faster. Insights at a Glance Issue Impact More Detail Gartner Recommended Reading ...

Analyst(s):   Howard Dodd
Research Sep 2026
... Access Insights Already a Gartner client? Data and analytics leaders can leverage context graphs to enhance AI agents’ decision making, address inefficiencies and risks, and improve business value through enriched data context. Insights at a Glance Impact Actions How to Execute Success Measures Gartner ...

Analyst(s):   Afraz Jaffri   |   Andrés García-Rodeja
Premium Research Jul 2026
... Healthcare CIOs face agent sprawl and vendor lock-in from ad hoc AI agent deployments. This research guides leaders to execute four architectural mandates to build a federated agent portfolio and prepare for universal orchestration. Insights at a Glance Issue Impact Implications Gartner Recommended Reading ...

Analyst(s):   Allison Dennis   |   Animesh Gandhi
Premium Research Oct 2026
... This comparison assesses prominent AI use cases in IT support against value and feasibility. Heads of I&O should use this to prioritize investments and develop a roadmap for adoption. Overview How to Use Use-Case Scoring Breakdown Gartner Recommended Reading Note 1: Scoring Breakdown Explanations Gartner ...

Analyst(s):   Chris Matchett   |   Luis Fernandez   |   Siddharth Shetty
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