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Premium Research Dec 2025
... Software engineers can use this reference architecture to design scalable conversational AI systems. The modular blueprint integrates menu-driven, AI-powered capabilities and context systems, ensuring adaptability and robust data governance for future technology shifts. Architecture Brief Architecture ...

Analyst(s):   Erin Khoo
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Premium Research Jan 2026
... As AI shapes talent decisions, HRBPs play a key role in ensuring fairness, explainability, and human oversight. HRBPs should use this research to help spot AI misuse, reinforce manager accountability, and route ethical risks to AI governance committees to maintain responsible, transparent talent practices ...

Analyst(s):   Kirti Singhal   |   Chirag Aggarwal
Research Jan 2026
... Access Insights Already a Gartner client? Tech providers that adopt AI model networks, consisting of multiple AI models, as their foundational architecture will outpace their competitors, driving faster and more complex business outcomes. Product leaders must prioritize accuracy, efficiency, and consistency ...

Analyst(s):   Kiumarse Zamanian
Premium Research Jan 2026
... AI is fundamentally changing HR’s work as well as the skills HR teams need to be successful. CHROs must incorporate new and emerging skills into the HR function while actively safeguarding fundamental, core HR skills from atrophying. Insights at a Glance Strategic Planning Assumption AI Is Reshaping ...

Analyst(s):   Zach Friedman   |   Hanne Nieberg
Research Jan 2026
... buyers are increasingly embracing AI tools to discover solutions, with 9% discovering solutions using AI and 32% using these tools during buying. Demand generation leaders who align content to specific buyer roles and activities will be best positioned to engage these AI-informed tech buyers. Insights at ...

Analyst(s):   Isoke Mitchell
Premium Research Nov 2025
... AI inference is driving unpredictable, usage-based costs that existing contracts and controls can’t contain. Sourcing, procurement and vendor management leaders must use this note to understand the forces behind this shift and take early steps to restore visibility and limit exposure. Gartner Research ...

Analyst(s):   Allison Adams
Premium Research Jan 2026
... AI is not just changing middle management, it is redefining leadership capacity. CIOs who act now will help their organization gain structural advantage in speed, decision quality and scalability. Insights at a Glance Issue Context Impact Brief More Detail Gartner Recommended Reading Gartner Insights ...

Analyst(s):   Christie Struckman   |   Kristin Moyer   |   Tori Paulman   |   Shawn Murphy
Premium Research Jan 2026
... Agentic AI demands disciplined strategies and targeted investments to prevent agent washing and bridge critical technology gaps. Product leaders must prioritize emerging agentic AI technologies in their roadmaps aligning with their unique competitive advantages, or risk becoming obsolete in the evolving ...

Analyst(s):   Vibha Chitkara   |   Roberta Cozza   |   Gunjita Mundeja   |   Aakanksha Bansal   |   Jim Hare   |   Kiumarse Zamanian   |   Danielle Casey   |   Anushree Verma   |   Arun Chandrasekaran   |   Daniel Sun   |   Alfredo Ramirez IV   |   Annette Jump
Research Nov 2025
... Access Research Already a Gartner client? Leaders responsible for AI can leverage this end-to-end action plan for implementing model risk controls. This guide covers role definitions, model risk assessment, data readiness, and control implementation. Strategic Planning Assumptions Analysis Research Highlights ...

Analyst(s):   Priya Sundararaman
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