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Premium Research Jun 2025
... response to preemptive cybersecurity to be effective against a growing attack surface grid and more sophisticated tactics by adversaries. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Tom Powledge   |   Isy Bangurah
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Premium Research Jun 2025
... initial pretuning depth, engineer customer fine-tuning pathways and secure data pipelines that will evolve into a lasting competitive edge. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Note: Case-Based Research Methodology Gartner Research ...

Analyst(s):   Tsuneo Fujiwara   |   George Brocklehurst
Premium Research Sep 2025
... Taiwan is a single source for key chips critical to AI. A chokehold on the chip supply chain is all it would take to knock critical global competitors out of the AI race and halt AI infrastructure expansion. To prevent this, product leaders need to start acting — now. Overview Analysis Gartner Recommen ...

Analyst(s):   Bob Johnson   |   Elli Carlton
Premium Research Jul 2025
... Model Context Protocol is a new open protocol standardizing how AI apps and agents connect with external tools to perform tasks and interactions. MCP’s rapid adoption and continuous evolution are creating security risks that product leaders focusing on securing AI must address. Overview Analysis Gartne ...

Analyst(s):   Neil MacDonald   |   Charanpal Bhogal
Research Oct 2025
... critical evolution of multiagent systems in the near future that will enable new business solutions. Product leaders must begin exploring foundational technologies to establish first-mover market advantages as multiagent architectures evolve. Overview Analysis Background and Context Gartner Recommended Reading ...

Analyst(s):   Anushree Verma   |   Mark Driver
Premium Research Aug 2025
... Product leaders must adopt domain-specific language models that deliver autonomous, precise threat response and maintain AI trust. This shift is not optional — it’s a competitive imperative for transforming security into a proactive, intelligent and resilient function. Overview Analysis Gartner Recomme ...

Analyst(s):   Esha Bhatia   |   Srushti Bhakta
Premium Research Jul 2025
... Software startups are leading a movement away from an overreliance on a closed LLM monoculture to embed deep domain-specific intelligence and value. Product leaders must differentiate solutions with specialized language models to seize the surging demand for AI-driven value. Overview Analysis Gartner R ...

Analyst(s):   Eric Goodness   |   George Brocklehurst
Premium Research Jun 2025
... fine-tuning and DataOps that can scale access to new and diverse sources of data. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Note 1: Defining DSLM Strategy Characteristics and Key Design/Strategic Considerations Note 2: Gartner Case-Based Research Methodology Gartner Research ...

Analyst(s):   Tsuneo Fujiwara   |   George Brocklehurst
Premium Research Jul 2025
... from concept to production. Failure to educate the C-suite on domain-specific Agentic AI will impede its adoption and value realization. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Dan Berman   |   Cathy Tornbohm
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