When manufacturing software is implemented as a tool for accountability alone, it risks alienating operators. But when it's positioned as a tool for empowerment, it can transform team culture and unlock significant performance gains.
Building a Culture of Team Performance at Paramount Machine with Production Monitoring
Case Study from | Datanomix
Industry Shift: Why Production Monitoring Matters Now
Manufacturers are under constant pressure to produce more with fewer resources. Rising customer expectations, skilled labor shortages, and the push toward automation are driving a surge in demand for production monitoring software. The challenge isn’t simply capturing data; it’s ensuring the data is embraced by the people who use it every day.
When manufacturing software is implemented as a tool for accountability alone, it risks alienating operators. But when it’s positioned as a tool for empowerment, it can transform team culture and unlock significant performance gains.
Paramount Machine’s Challenge: Balancing Data and Culture
Paramount Machine, a precision manufacturer in Salt Lake City, Utah, embraced this transformation firsthand. Leadership knew they needed real-time visibility into shop performance, but they also knew that operator buy-in would determine the success of any solution. As Steve Van Orden, President of Paramount Machine, put it, “We soft rolled it in. In doing that and showing people this is for the benefit of the shop, not to yell or point fingers, it grew in the right way culturally.”
The challenge was clear: implement production monitoring in a way that aligned with Paramount’s culture of collaboration and continuous improvement, and choose a solution that supports this initiative.
The Datanomix Solution: Empowering Operators with Machine Monitoring
From the start, Paramount Machine set expectations with the team: the goal of implementing Datanomix Production Monitoring software was to drive improvement, not to point fingers. Instead of using performance data as a tool for blame, leaders reframed it as a way to spark honest conversations and identify opportunities for growth.
“We didn’t use Datanomix to beat up anybody,” shared Steve, “We talked about the data, and sometimes the data didn’t look good. But we had honest conversations about how to improve.”
This shift in mindset turned monitoring into a source of pride and empowerment for operators. The change was so profound that when Paramount recently added a new machine, the first concern from the operator was making sure Datanomix was connected. Why? So they could show the world how well they were running it!
By positioning production monitoring as a tool for improvement and recognition, Paramount not only drove better performance but also built a culture where operators embraced the technology as their own.
Implementation Insights: Partnership and Flexibility
The project’s success was rooted not only in Paramount’s leadership but also in the dedication of Datanomix’s Kick-Ass coaching team. Rolling out machine monitoring software is rarely a one-size-fits-all approach, and the ability to tailor the implementation and training to a shop’s culture is critical. The Datanomix coaches and management team worked closely with Paramount, often taking late-night calls and responding immediately when support was needed.
“Whenever we called and said, ‘We need help’, you immediately asked, ' How can we help? What can we do? How can we make sure you’re taken care of?” said Eric Van Orden, Team Lead at Paramount Machine.
This high-touch approach gave Paramount the confidence to roll out Datanomix at its own pace, without the pressure to “check boxes.” By meeting the team where they were and guiding them through every step, the Datanomix Coaches ensured adoption was not only technically smooth but also culturally aligned, setting the stage for long-term success.
Results That Matter: Capacity Gains and TeamBuy-In
At Paramount Machine, adoption was just as important as the numbers, and both paid off. In 2025, the company reduced its Common Waste by 13.2% and increased capacity by 26.6%, resulting in an average annual gain of $5,210 per connected machine. These results are common with Datanomix’s Pilot Program and reflect not only operational improvements, revenue, and savings, but also the team’s ability to align around common goals.
Just as impactful was the shift in mindset among operators. What started as a new initiative quickly evolved into a source of pride and empowerment. Operators began viewing Datanomix not as a management oversight tool but as their personal scoreboard, which demonstrates their craftsmanship, consistency, and value to the business. When new machines are added, operators actively request that Datanomix be installed so they can demonstrate how effectively they are running them.
By focusing on improvement rather than blame, Paramount created a culture where data became a motivator instead of a stressor. Operators felt a sense of ownership over their results, leadership had clarity on performance, and the entire team aligned around the idea that success is best measured and celebrated together. This combination of measurable gains and cultural engagement shows how the right machine monitoring software can transform both the numbers and the people behind them.
About Datanomix
Datanomix delivers production monitoring software that helps manufacturers achieve world-class performance without the complexity of traditional systems. By automatically collecting and analyzing data from CNC machines, Datanomix provides real-time visibility, actionable insights, and a user experience designed for both operators and executives.
Manufacturers across North America utilize Datanomix to enhance productivity, minimize waste, and cultivate a culture of continuous improvement. With its focus on transparency, empowerment, and measurable results, Datanomix is redefining what machine monitoring means for modern manufacturing.
The content & opinions in this article are the author’s and do not necessarily represent the views of ManufacturingTomorrow
Datanomix
Datanomix empowers manufacturers of all sizes to increase productivity and profitability through its Data-Powered Production™ solutions. Its product portfolio includes Production Monitoring, G-Code Cloud™ + DNC, TMAC AI™, and ToolAnalytix™ - all designed to turn machine data into actionable insights with zero operator input. Headquartered in New Hampshire, Datanomix software analyzes real-time production signals to identify bottlenecks, improve quality, and provide prescriptive coaching to drive continuous improvement. For more information, visit www.datanomix.io.
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