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Research Mar 2026
... Gartner client? The AI market is out of balance. AI investments in tactical solutions do not reflect enterprise expectations for AI transformation. Providers racing for technical superiority are exceeding the market’s ability to adopt those technologies. Finally, demands for ROI on AI infrastructure and ...

Analyst(s):   Radu Miclaus   |   Adam Woodyer   |   Alastair Woolcock   |   Mark McDonald   |   John Lovelock   |   Errol Rasit   |   Annette Zimmermann   |   Christy Ferguson
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Research Nov 2026
... research to determine which platforms are best suited for your teams’ use cases. Overview What You Need to Know Analysis Alibaba Cloud Amazon Web Services BytePlus CoreWeave Databricks Google IBM LangChain Microsoft OpenAI Palantir Scale AI Tencent Cloud Grounding Guardrails Evaluations Observability ...

Analyst(s):   Keith Holloway   |   Cary Pillers   |   Pamela Katz   |   Luke Parker
Research May 2026
... Access Insights Already a Gartner client? Traditional agent observability creates a blind spot. AI agents meet service level agreements while drifting from business intent or compliance. To ensure compliance, trust, and control, monitor reasoning drift — tracking how decisions are made, not just outcomes ...

Analyst(s):   Antonia Roesler   |   Priya Sundararaman   |   Ben Yan
Research Aug 2026
... Access Insights Already a Gartner client? AI agents will handle 50% of HR tasks by 2030. CHROs should use Gartner’s responsibilities, ownership, autonomy boundaries and decision rights (ROAD) framework to govern AI and ensure secure, compliant HR operations. Insights at a Glance Strategic Planning Assumption ...

Analyst(s):   Mosella Henry
Premium Research Jun 2026
... Implementing a mature adaptive cyber risk management program is an iterative journey. Success depends on progressively integrating context and automation into existing workflows while maintaining alignment with organizational goals. Insights at a Glance Issue Impact More Detail Contributors Gartner Recomm ...

Analyst(s):   Deepti Gopal
Premium Research Oct 2026
... Operational technology operates under different constraints than IT systems. As AI expands into physical operations, CIOs can use a four-pillar framework of consistent OT standards, covering security, compatibility, supportability and interoperability, to influence the selection of new OT assets. Insights ...

Analyst(s):   Marie Sienkowski   |   Kristian Steenstrup
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
Article October 20 2026
... safely scale autonomy: AI context platforms: Gartner predicts that organizations prioritizing semantics in AI-ready data will improve agentic AI accuracy by up to 80% and reduce costs by up to 60%, making AI context platforms a foundational capability for autonomous systems. AI coding agent harness: This ...
Premium Research Apr 2026
... Chief procurement officers can elevate supplier relationships by leveraging Gartner’s supplier scorecard platform. Overview Directions for Use What You Get About the Tool Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Procurement Research Team
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