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Aegis Software Added Model Context Protocol to Simio

The latest Simio update enables generative AI applications to interface directly with simulation models.

Updated on Sept. 23, 2026 in Artificial Intelligence

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Aegis Software has integrated the Model Context Protocol into its Simio platform, enabling direct generative AI interaction with industrial simulation models and production datasets. AI Illustration. Upload story photo >

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Aegis Software has integrated the Model Context Protocol (MCP) into its Simio simulation and planning platform. This update allows users to interact with model logic, production plans, and experimental data through natural language queries.

Why it matters

By facilitating direct communication between generative AI and simulation environments, this integration reduces the barrier to entry for complex modeling tasks. It aims to accelerate productivity for both new and experienced users tasked with optimizing industrial processes.

Users require Simio version 20.294 or later to access native MCP support. This framework allows connections to various tools including Claude Code, Codex, GitHub Copilot CLI, and OpenCode, enabling custom model instructions like color rules and naming conventions.

The players

Aegis Software

Developer of the Simio simulation and planning software used for modeling industrial and production systems.

The details

The integration leverages the Model Context Protocol, a standard that allows developers to create secure, bi-directional connections between AI assistants and external software systems. By acting as a connector, the protocol exposes the underlying Simio model logic and experimental datasets to large language models. This allows users to issue natural language commands that the system parses into actionable insights for production planning and simulation analysis.

Timeline

  1. September 23, 2026: Aegis Software announced the new Simio capability.

  2. October 7, 2026: Simio will host a webinar to demonstrate the new functionality.

The Tech Race

This integration follows the adoption of the Model Context Protocol by major software vendors seeking to bridge the gap between static simulation tools and generative AI. It positions Simio within a growing ecosystem of platforms that aim to automate complex analysis through standardized AI connectivity.

Users currently running version 20.294 or higher of Simio can immediately enable these generative AI connections for their planning workflows. This update allows teams to use natural language to query their specific models, replacing manual interaction methods with automated AI-assisted diagnostics.

The takeaway

This development marks a shift in how simulation software users interact with their complex models by removing the need for manual script configuration. Watch for the October 7 webinar to see how these connections translate into real-world production planning tasks.

What happens next

Simio will host a webinar on October 7, 2026, to provide a practical demonstration of the new generative AI integration features.

Further reading

For broader context on how systems are being connected to machine learning models, explore our coverage of Artificial Intelligence.

More information

Review technical details and requirements on the simulation software information page.

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Do you trust that using generative AI to manage complex operations will improve your workplace productivity?