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Premium Research Jul 2025
... Smart spaces are practical use cases for the AI race, delivering operational efficiency and cost reduction, but they are largely undifferentiated. Product leaders should differentiate by using this critical AI race component while addressing challenges of data sharing, privacy and hardware capabilit ...

Analyst(s):   Anushree Verma
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Premium Research Jul 2025
... Emerging AI architectures offer superior efficiency, scalability and performance over transformers. Product leaders must evaluate these architectures and hybrid models to build next-generation products and reduce costs. Overview Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Arnold Gao
Research Oct 2025
... general-purpose LLMs’ dominance by addressing limitations in reasoning, grounding, and creativity, enabling more diverse AI ecosystems. Product leaders must integrate diverse AI models into strategies and architectures to drive innovation and compete in the AI race. Overview Strategic Planning Assumption ...

Analyst(s):   Arnold Gao
Premium Research Jul 2025
... Gartner has identified 12 disruptive emerging technologies poised to reshape every business in the next three to five years. This roundup research summarizes our predictions, insights and recommendations for addressing these transformative disruptions, highlighting their impact and how tech providers ...

Analyst(s):   Bill Ray
Research Oct 2025
... strategy pivot from reactive defense to preemptive threat neutralization. Product leaders must integrate predictive threat intelligence with business context and dynamic scoring to prioritize exposures by focusing on real-world exploitation likelihood. Overview Analysis Gartner Recommended Reading Gartner ...

Analyst(s):   Tom Powledge
Premium Research Jun 2025
... networks and threats are not static, product leaders at successful security providers will replace static rule-based architectures with AI-driven systems in the next one to two years. Overview Strategic Planning Assumption Analysis Gartner Recommended Reading Note 1: Intradevice Microsegmentation Gartner ...

Analyst(s):   Isy Bangurah
Premium Research Jun 2025
... Small language model capabilities for generative AI have been quietly progressing and will catch many providers off guard in the race toward scalable AI. Product leaders need to establish their own internal model capability — likely open source — to develop healthy, scalable, sustainable differentiation ...

Analyst(s):   George Brocklehurst
Premium Research Sep 2025
... development processes as AI evolves from optional tool to essential collaborator. Product leaders must upgrade development environments, talent strategies and architectural approaches to maintain competitiveness in this rapidly evolving landscape. Overview Strategic Planning Assumption(s) Analysis Background ...

Analyst(s):   Mark Driver
Premium Research Oct 2025
... satellites can offer global communications and internet access, with latency and speed in its coverage, comparable with basic cellular wireless connectivity. The capacity of these systems is determined by the number of satellites in a constellation and the available radio frequencies. Multiple companies have received ...

Analyst(s):   Kosei Takiishi
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