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Research Oct 2026
... Access Insights Already a Gartner client? Siemens is currently the company to beat in PAIS due to its combination of industrial software, digital twins, simulation, operational technology, and services, which is an advantage that many services-led competitors can only assemble through partnerships. Competitors ...

Analyst(s):   Eric Goodness   |   Katie Gove   |   Arjun Boparai   |   Jonathan Davenport   |   Christian Stephan
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Premium Research Jun 2025
... effective pricing, marketing and sales decisions for AI solutions using digital twins. Product leaders using digital twins to succeed in the AI race should use the Markov decision process to build economic models to monetize digital twins. Overview Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Anthony Bradley   |   Walker Black   |   Alfonso Velosa
Research Mar 2020
... Digital twins hit the Peak of Inflated Expectations in the 2018 emerging technology Hype Cycle. Here, we assess how enterprise architecture/technology innovation leaders can leverage digital twin technology to improve enterprise architecture business outcomes and optimize business transformation. Recommended ...

Analyst(s):   Enterprise Architecture Research Team
Premium Research Sep 2026
... Case(s) Architecture Diagram Architecture Capabilities & Components Network Orchestration Network Source of Truth Network Automation Engine Network Digital Twin Network Coding Environment Key Architecture Principles & Patterns Key Architecture Recommendations Gartner Recommended Reading Gartner Insights ...

Analyst(s):   Simon Richard   |   Jorge Aragon
Research Sep 2026
... technology change remain largely human-driven while business and technology environments change continuously. Emerging technologies, including digital twins (DTOs), agentic AI, process intelligence, observability platforms, and event-driven architectures, enable EA teams to maintain a near-real-time ...

Analyst(s):   Lucas Kobat   |   Ankita Khilare
Premium Research Aug 2025
... Hyper-synthetic data unlocks enormous possibilities for analytics and simulation related to the physical world. Product leaders should leverage generative simulation, scenario testing, digital prototyping and synthetic sensing to drive operational efficiency, accelerate R&D and enhance system design ...

Analyst(s):   Kiumarse Zamanian   |   Ben Lee   |   Vibha Chitkara   |   Tuong Nguyen   |   Nick Ingelbrecht
Premium Research Jan 2023
... Digital twins continue to expand along multiple pathways in oil and gas. CIOs should establish modular architectures, reusable components, integration skills and governance processes to sustain the value of both multiplying specialist digital twins and highly complex, composite digital twins. Overview ...

Analyst(s):   Simon Cushing   |   Rich McAvey
Research Jan 2022
... Digital twins in oil and gas are emerging as the hub of next-generation digital asset operations. CIOs should develop modular architectures, integration skills and governance processes to make composite digital twins viable as enablers of business value. Overview What You Need to Know Gartner Recommended ...

Analyst(s):   Simon Cushing   |   Rich McAvey
Research May 2026
... demand tailored solutions. To achieve full-scale deployment, product leaders must cultivate domain expertise, while differentiating world-model and digital-twin strategies with domain-specific outcomes over performance. Overview Analysis Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Evan Brown   |   Isy Bangurah   |   Tuong Nguyen   |   Kanishka Chauhan
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