https://forums.autodesk.com/t5/flexsim-forum/ai-based-tools-for-suggesting-optimal-operator-count-conveyor/m-p/13945235#M99386 <P>Hello everyone,</P><P>I am working on process simulations in FlexSim and I am looking for a tool or approach that can actively suggest improvements, rather than just simulate a predefined setup.</P><P>More specifically, I am interested in whether there is any AI-based or intelligent tool that can:Analyze an existing FlexSim model</P><P>Suggest optimal or near-optimal values for parameters such as:</P><P>Number of operators</P><P>Conveyor lengths</P><P>Resource allocation</P><P>Buffer sizes or batching logic</P><P>Evaluate alternatives based on performance metrics like throughput, WIP, or utilization</P><P>What I am looking for is not only running experiments, but something closer to decision support, where the system helps guide design choices instead of relying entirely on manual trial-and-error.</P><P>Does FlexSim provide anything in this direction, or are there third-party tools, plugins, or workflows that people have successfully used with FlexSim for this purpose?</P><P>If anyone has experience with AI-assisted optimization, intelligent search, or recommendation systems in simulation projects, I would really appreciate your insights.</P><P>Thank you.</P> Mon, 15 Dec 2025 10:38:55 GMT tugba_aslanturk 2025-12-15T10:38:55Z https://forums.autodesk.com/t5/flexsim-forum/ai-based-tools-for-suggesting-optimal-operator-count-conveyor/m-p/13945235#M99386 <P>Hello everyone,</P><P>I am working on process simulations in FlexSim and I am looking for a tool or approach that can actively suggest improvements, rather than just simulate a predefined setup.</P><P>More specifically, I am interested in whether there is any AI-based or intelligent tool that can:Analyze an existing FlexSim model</P><P>Suggest optimal or near-optimal values for parameters such as:</P><P>Number of operators</P><P>Conveyor lengths</P><P>Resource allocation</P><P>Buffer sizes or batching logic</P><P>Evaluate alternatives based on performance metrics like throughput, WIP, or utilization</P><P>What I am looking for is not only running experiments, but something closer to decision support, where the system helps guide design choices instead of relying entirely on manual trial-and-error.</P><P>Does FlexSim provide anything in this direction, or are there third-party tools, plugins, or workflows that people have successfully used with FlexSim for this purpose?</P><P>If anyone has experience with AI-assisted optimization, intelligent search, or recommendation systems in simulation projects, I would really appreciate your insights.</P><P>Thank you.</P> Mon, 15 Dec 2025 10:38:55 GMT https://forums.autodesk.com/t5/flexsim-forum/ai-based-tools-for-suggesting-optimal-operator-count-conveyor/m-p/13945235#M99386 tugba_aslanturk 2025-12-15T10:38:55Z