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Research Mar 2026
... Access Insights Already a Gartner client? Heads of I&O must move beyond rigid, slow traditional models to drive true innovation. By adopting Product and Agile mindsets, I&O can deliver high-value self-service platforms that solve customer problems, accelerate delivery, and ensure tight business alignment ...

Analyst(s):   Owen Marino   |   Daniel Betts   |   Chris Saunderson   |   George Spafford
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Research Feb 2026
... analytics leaders fail to establish effective data stewardship and governance because they assign roles without changing incentives, habits, or ownership models. This research outlines four behavior-change tactics D&A leaders can use to drive sustained stewardship and governance adoption. Insights at a Glance ...

Analyst(s):   Sarah Turkaly
Research Feb 2026
... Access Insights Already a Gartner client? Context graphs represent an evolution of traditional knowledge graphs, purpose-built to enhance AI model performance, specifically engineered for agentic AI grounding, expanding beyond data and knowledge staging into decisions logic, workflows and event tracing ...

Analyst(s):   Radu Miclaus   |   Jim Hare   |   Tom Coshow
Research Feb 2026
... Access Insights Already a Gartner client? Salesforce is one of the largest software vendors for many organizations, with a complex pricing model that challenges customers to optimize costs. Sourcing, procurement and vendor management leaders should use these insights to implement tactical and strategic ...

Analyst(s):   Jo Liversidge
Research Feb 2026
... operational efficiency and resiliency. Hyperconverged integrated systems will show the strongest CAGR at 12.1%. Overview Forecast Data Summary Forecast Model Summary Influencing Factors and Assumptions Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Amit Goyal   |   Andrew H Kim   |   Suzie Low
Research Mar 2026
... Access Insights Already a Gartner client? Agentic AI is disrupting SaaS business models. For the SaaS CEO, the price of entry into the agentic AI club is lower margins. Many won’t survive the transition. Those that do will deliver greater value to customers and have stronger traction and higher valuations ...

Analyst(s):   Martin Prendergast   |   Mark Wesker
Research Mar 2026
... behaving like a reinvestment‑dependent capability, with behavior‑driven costs and probabilistic returns. This research guides CFOs to update AI evaluation models to account for AI’s unique life cycle costs and use scenario‑based ROI to allocate spend effectively. Insights at a Glance Impact Brief Actions Cautions ...

Analyst(s):   Michelle Carlsen   |   Paul Quinn
Research Mar 2026
... of relying on scattered spreadsheets) delivers faster and more reliable results. CFOs are uniquely positioned to define the standards for the driver model and to govern traceable drivers within FPS. Insights at a Glance Impact Actions Cautions How to Execute Success Measures Gartner Recommended Reading ...

Analyst(s):   Sid Sahoo
Research Aug 2025
... contribution to the business and ROI. Overview Strategic Planning Assumption Introduction Analysis Gartner Recommended Reading Note 1: Business Model vs. Platform Business Model Gartner Research ...

Analyst(s):   Khurram Shahzad   |   Mounish Rai   |   Amresh Nandan
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