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Premium Research Nov 2025
... emerging trends AWS is building on its vision of providing a diversity of model choices. This includes moving toward having proprietary models as well as providing a platform for third-party models. The Amazon Nova 2 family of models (2 Lite, 2 Pro, 2 Sonic, and Multimodal Embeddings) provides multimodal ...

Analyst(s):   Alastair Woolcock   |   Justin Tung
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Premium Research Oct 2025
... Note 1: Analytical Assets Note 2: ModelOps Note 3: Model Development Cycle Steps Note 4: Model Evaluation Techniques Note 5: Multiarmed Bandits Note 6: Gartner’s Definition of Governance Note 8: Model Operational Cycle (Release) Steps Note 9: Model Operational Cycle (Activation) Steps Gartner Research ...

Analyst(s):   Souparna Palit   |   Afraz Jaffri
Article July 20 2026
... we building? How will AI scale affect our costs and operating model? Track: Competitive positioning, market share trends, customer retention and cost structure (cost per token, energy use). How do we ensure alignment between our AI models and core business strategy and cost structure? Why it matters: ...
Research August 10 2026
... Enterprise Shift: From Legacy Models to AI-First Platforms Five market shifts reshaping enterprise software and competition in the AI era AI is transforming enterprise software faster than ever. Traditional vendors, hyperscalers and AI-native startups are converging, competing and collaborating in new ...
Research Aug 2026
... Insights Already a Gartner client? IT SPVM leaders are being forced into a new role: not just managing cost and performance, but also designing sourcing models that can survive disruption. This research provides practical guidance for designing sovereignty-aware IT services sourcing strategies that preserve ...

Analyst(s):   Rajib Gupta   |   Katja Ruud   |   Andrea Lanzavecchia   |   Luis Pinto   |   Fernando Pereiro
Premium Research Jul 2026
... Featuring templates aligned with executive communication best practices, the toolkit addresses key areas: business impact, data fitness, operating models, accountability, architecture, and talent. Use these materials to articulate the ROI, costs, and resource trade-offs essential for advancing your AI-driven ...

Analyst(s):   Brian Foster   |   Michael Simone
Premium Research May 2026
... secure operations and build trust. This research guides government CIOs on service delivery, technology adoption, talent, ecosystems and business models through 2035, while managing risk and sustaining public trust. Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Arthur Mickoleit   |   Albert Gauthier   |   Robert Stoneman   |   Dean Lacheca   |   Daniel Nieto   |   Saher Mahmood
Premium Research Apr 2026
... SaaS AMS involve new services, consumption-based commercial models, rescoped roles and responsibilities of providers, and contracting nuances. IT sourcing, procurement and vendor management leaders can use this presentation to develop a sourcing strategy for SaaS AMS and structure optimal deals. Gartner ...

Analyst(s):   Danny Kreidy   |   Rajib Gupta   |   Arvind Rajagopal   |   Sundar Viswanathan   |   Purnendu Gupta   |   Alan Stanley   |   Neeraj Sharma
Premium Research Jun 2026
... Cohere’s Command is a suite of domain-specific language models primarily focused on enterprise use cases with retrieval tools to improve query response quality and relevance. It allows infrastructure flexibility and cost-effectiveness through cloud-neutral or on-premises deployments for sovereign AI. ...

Analyst(s):   Joe Ham   |   Adrian Lee
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