Smart Innovators: Engineering Design Simulation Software
19 Jun, 2026
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Executive Summary
As engineering design becomes more complex, industrial firms are increasingly turning to simulation software to improve design accuracy, reduce project risk and enable more efficient, model-driven engineering design workflows. Against this backdrop, this report provides an in-depth analysis of innovation in the engineering design simulation software market, profiling 33 vendors and their solutions across six key simulation domains: process simulation and optimization; plant layout, digital twins and visualization; factory and plant flow simulation; electrical, control and power system; physics-based engineering simulation; and safety and risk management. For software vendors, the report highlights areas of differentiation and outlines where further capability development is needed to meet evolving buyer requirements. For buyers and investors, it offers a high-level benchmark of vendor capability and innovation.Summary for decision-makers
Managing complexity through simulation-driven design
Increasing project complexity and delivery risk drive demand for design simulation software
Engineering design simulation software continues to attract investment
Introducing the engineering design simulation software market
Engineering design simulation solutions fall within six core categories
Leading vendors innovate through integration, intelligence and lifecycle-centric simulation
Moving from domain simulation to system-level engineering workflows
Figure 1. Industrial transformation priority initiatives
Figure 2. Planned spend on industrial software
Figure 3. Engineering design simulation software capabilities and definitions
Figure 4. Engineering design simulation capabilities and integrations across design workflows, with providers
Figure 5. Engineering design simulation software providers: capabilities assessment
Altair, Ansys, AnyLogic, AspenTech, Autodesk, AVEVA, Bentley
Systems, BigBear.ai, CAD
Schroer, Cadence, Cadmatic, COMSOL, Dassault Systèmes, Datacor, DIgSILENT, DNV, Emerson
(Aspen Technology), EPLAN, ETAP, Exida, Fives
ProSim, Gamma
Technologies, Gexcon, Honeywell, ITandFactory, MathWorks, Mistral
AI, NVIDIA, Octave, Primatech, Rockwell
Automation, Schneider
Electric, Siemens, Simio, SimScale, Synopsys, Visual
Components, Yokogawa
About the Authors

Annemarie Briggs
Industry Analyst
Annemarie is an Industry Analyst at Verdantix, delivering research and insights into how digital technologies are transforming industrial design engineering, plant operations ...
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Josh Graessle
Senior Manager
Josh is a Senior Manager at Verdantix, covering industrial transformation, with a focus on manufacturing operations management, industrial design and engineering, and asset ma...
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