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Research Feb 2026
... Already a Gartner client? The combination of generative AI computer vision and agentic AI represents a step change advancement in computer vision automation. Product leaders must accelerate their agentic vision AI roadmaps or face decline in competitive position in the next three years. Overview Strategic ...

Analyst(s):   Laura Heath   |   Nick Ingelbrecht
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Premium Research Feb 2026
... to information governance treats data unequally. Governance of both structured and unstructured data is required to create trusted context for AI, automation, and decision‑driven applications. Insights at a Glance Strategic Planning Assumption Issue Context Impact Brief More Detail Contributors Gartner ...

Analyst(s):   Rachel O'Farrell   |   Marko Sillanpaa
Research Feb 2026
... Access Insights Already a Gartner client? Agentic AI commoditization threatens providers margins as routine automation becomes a free commodity by 2027. Product leaders should pivot roadmaps toward complexity absorption to prioritize high-margin human-agent collaboration to become a frontrunner in the ...

Analyst(s):   Laura Heath
Research Feb 2026
... different functions and vendors, managing and coordinating those agents (i.e., universal orchestration) has become the main challenge in keeping automation safe, compliant, and repeatable. Overview Strategic Planning Assumption Introduction Description Benefits and Uses Risks Recommendations Representative ...

Analyst(s):   Adam Briggs   |   Saikat Ray
Premium Research Apr 2026
... production is a career risk for I&O. These insights help heads of I&O reduce exposure by enabling controlled experimentation and scaling agentic automation through governance practices that safeguard SLAs and maintain infrastructure uptime against systemic risks. Insights at a Glance Strategic Planning ...

Analyst(s):   Enrique Castera   |   Daniel Bowers
Research Mar 2026
... Gartner client? CNAPP platforms must evolve from being “observation platforms” to “agentic remediation platforms” enabling adaptive autonomy and automation, while allowing for human-in-the-loop decision making. Chief product officers must evolve roadmaps promoting a spectrum of agentic remediation options ...

Analyst(s):   Neil MacDonald   |   Dale Koeppen   |   Charanpal Bhogal
Premium Research Apr 2026
... materially redesign how they create value. The primary shift is from people directly operating infrastructure to people engineering platforms, supervising automation, and governing AI-driven operations. Insights at a Glance Strategic Planning Assumptions Issue Impact Implications Contributors Gartner Recommended ...

Analyst(s):   Ashish Banerjee   |   Erin Pierre   |   Autumn Stanish
Premium Research Jan 2026
... Selecting the right BOAT platform is critical to create the foundation for a long-term automation and agentic strategy. In this document, enterprise applications leaders will learn what strategic questions and evaluation criteria to employ in order to choose the optimal BOAT. Insights at a Glance Issue ...

Analyst(s):   Arthur Villa
Premium Research Feb 2026
... Vendors are already claiming “AGI for coding” and the imminent automation of software engineering. Software engineering leaders must treat these claims as hype, but also as signals of why software engineering is a unique proving ground for progress on AGI. Insights at a Glance Strategic Planning Assumption ...

Analyst(s):   Philip Walsh   |   Shiva Varma
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