Question: I'm looking for a solution that helps optimize cycle times and cutting parameters for machining operations.

If you want to optimize cycle times and cutting parameters for machining operations, CAM Assist is a powerful option. This AI-powered plugin automates CAM programming and integrates with big CAM software packages like Fusion and Mastercam. It can estimate cycle times, generate fixtures on the fly, automate CAM programming and optimize feeds and speeds. CAM Assist is designed to be easy to use, requiring little setup and training, and can save users hours a week while boosting productivity and profit.

Another interesting option is MachineMetrics, which links real-time production and operations data for insights that can be acted on. The system can help maximize asset availability, improve machine performance and optimize production capacity. By automating data collection and analysis, MachineMetrics cuts downtime and boosts factory profitability, making it a good choice for small and large factories.

For a broader approach, Altair has a collection of tools that combines simulation, HPC, data analytics and AI to spur innovation in manufacturing. The system can support data-driven manufacturing, digital twins and generative design, for example, and is suited to industries like aerospace and automotive. That can help speed up product design, cut waste and improve performance.

Also worth a look is KCF Technologies, which offers a machine health optimization platform that combines ruggedized sensors and IoT analytics to monitor machine health and prevent problems. The system can improve safety, efficiency and productivity, which can help optimize machining operations and improve overall profitability.