<p>Industrial automation decisions are often framed as a hardware question: select a robot, choose an end effector, design a cell, and calculate the expected cycle time. A young motion-control software company highlighted this week offers a different lens. Its premise is that a robot’s speed, vibration, settling behaviour, and positional accuracy can be improved through software that models the actual behaviour of the machine.</p>
<p>The company reports early demonstrations in which motion software reduced vibration and improved positioning without changing the underlying robot hardware. Those results are company claims and must be validated in each production environment. The broader point is more important than the claimed performance number: if a plant can improve an existing robot cell through better motion control, the automation business case may depend as much on software, data, calibration, and qualification as on the initial capital purchase.</p>
<h2>Cycle time is not enough</h2>
<p>In a real production environment, a faster robot is useful only if it improves the output that matters. That includes repeatability, defect prevention, safety, uptime, maintenance effort, commissioning time, and operator intervention. Increasing velocity without controlling vibration can create downstream quality issues. Improving positional accuracy may be valuable for insertion, inspection, dispensing, cable handling, or other precision tasks, but it still needs to be proven against the relevant part, fixture, tolerance, and process window.</p>
<p>That is where procurement and manufacturing engineering need a shared evaluation model. Rather than sourcing automation from a generic technical specification, the team should ask for a bounded trial: a representative trajectory, material, tooling condition, baseline cycle time, baseline quality measure, and a documented pass/fail criterion. The goal is not to accept a demonstration. It is to generate decision-quality evidence.</p>
<h2>Software introduces new supplier questions</h2>
<p>When performance comes from software, new sourcing questions appear. Who owns the calibration data? How is version control managed? What happens after a robot is disconnected, repaired, or relocated? How does the supplier support validation updates? Can the performance claim be reproduced across sites and product variants?</p>
<p>These are not reasons to avoid the technology. They are the questions that turn a promising pilot into an industrial deployment. As robotics capability becomes more software-defined, the evaluation should become more evidence-defined as well.</p>
<h2>Source</h2> <p><a href="https://activate.org/news/hard-tech-to-market/reforge-robotics-is-making-industrial-robots-faster-and-more-precise-with-software">Activate: Reforge Robotics and industrial motion-control software</a></p>