Manufacturing & Industrial

Turning Prototypes into Scalable, Production-Ready Systems

From sensor calibration to collecting data across PLCs and SCADA systems, factories are building more of their automation infrastructure in-house.

But transforming these early-stage solutions into reliable, scalable systems that work seamlessly across the factory floor — and beyond — is where challenges arise.

What if you could roll out new capabilities faster, monitor performance remotely, and keep everything running smoothly — without disrupting daily operations?

You’re not alone if any of these sound familiar:

“We built something that works in one production line, but replicating it across other facilities is challenging.”

“When a machine stalls, we have to send someone on-site just to reset a controller or reflash firmware.”

“Our automation logic runs well locally, but there’s no visibility or control across sites.”

“We want to provide diagnostics and analytics to our engineering or maintenance teams, but building the infrastructure for that is a whole new project.”

According to Deloitte, ineffective maintenance strategies can lower a facility’s total productive capacity by to 20%. Recent research reveals that unplanned downtime costs industrial manufacturers approximately $50 billion annually, with equipment failures accounting for 42% of these unplanned outages.