Most customers start seeing measurable results within the first 1–3 months after roll-out. Depending on specifics and customization requirements this timeline will be updated.

No additional hardware is required. Our AI platform integrates seamlessly with your existing production environment and focuses on optimizing your current equipment and processes. Some specific use cases (computer vision) would require camera upgrade and/or installation of LiDAR systems for full capabilities.

Our solutions are designed for smooth integration with plant control systems, ERP, and MES platforms. A typical implementation takes a few weeks to a few months, depending on the complexity of your operations and chosen solution set.

Not at all. Our user interfaces are built to be intuitive and require minimal training. We provide onboarding workshops, but the goal is for your operators and engineers to focus on decision-making, while our AI handles the heavy calculations in the background.

Yes. After initial deployment, your IT team can handle standard system administration. We provide ongoing remote monitoring, updates, and recalibration to ensure peak performance and adapt the models to changing conditions.

We do offer a limited-time custom trial, that would not yet be tailored to your plant’s unique processes and data. However, it enables you to test the models on a smaller scale before full rollout.

Both options are available. Many clients start with a specific module (e.g., OptiScrap or SmartPlan) and expand over time. Others choose the full solution portfolio for maximum value. We tailor the approach to your priorities and budget.