VIDEO: No More Excuses: How Optima Turns Machine Data into Action
How Optima Manufacturing Uses Real-Time Machine Data to Replace Guesswork with Confident Decisions Across the Shop Floor
Before Datanomix, Optima Manufacturing, a trusted machine shop in Calgary, Canada, relied on spreadsheets, tribal knowledge, and gut feel to answer the toughest customer questions. Today, real-time production monitoring and raw machine data is transforming how they deliver on every promise, from accurate scheduling to detailed part-level reporting that drives continuous improvement.
We spoke with Dwayne Barnett-Ritcey, VP of Manufacturing at Optima, to hear how Datanomix is changing the game on their shop floor and what’s next in their journey toward data-driven manufacturing.
Delivering Answers—Not Excuses
Datanomix helps Optima turn raw machine data into real answers that their customers can count on. Customers expect transparency: Do you have the capacity? When will my parts ship? Are you running efficiently? Before Datanomix, it was tough to give definitive answers. Now, with real-time machine monitoring and production tracking, every spindle, cycle, and downtime event is recorded in real-time, eliminating guesswork.
Datanomix benchmarks how long every operation actually takes, tracking performance over time with Delivery Track, so Optima can compare actual machine data to planned schedules, adjust for changing conditions, and catch bottlenecks early before they become missed deadlines.
“We understand what goes on with the individual parts through Datanomix. We can start plugging that in to give us a better flow through estimation.”
When customers ask, “Are we still on track?” Optima can back it up with data, not guesses. Real-time performance data keeps production visible and predictable from job start to final delivery. Helping Optima keep promises and win more work.
TV Mode: Turning Data Into Daily Motivation
Datanomix TV Mode flips the script on machine monitoring. At Optima, it’s not about surveillance, it’s about motivation. With live metrics displayed on screens across the floor, operators can see who is hitting cycle times, reducing idle time, and driving utilization.
It taps into that natural drive to do just a little better than your buddy, turning production into a friendly competition. The result? More throughput, fewer slowdowns, and a team that stays locked in on the shop’s bigger mission of hitting schedules and delivering on time.
Part-Level Insights that Drive Improvement
One of Optima’s biggest wins with Datanomix is detailed part-level reporting. Instead of relying on outdated averages and assumptions, they drill into actual performance for every part. That insight means a clear picture, fewer bottlenecks, more accurate quoting, and faster improvement cycles.
And it lasts: “We may not remember what happened five years ago on that part, but Datanomix will,” Dwayne said. With historical performance at their fingertips, Optima can quote confidently and ramp up faster, even for legacy parts.
“We may not remember what happened five years ago on that part, but Datanomix will.”
Sustainability Backed by Data
Optima also uses Datanomix data to support energy efficiency. By knowing exactly when machines are running, idle, or down, they can accurately measure energy use, back up green initiatives with hard numbers, and demonstrate their commitment to sustainable manufacturing to customers. It’s a smart way to align efficient operations with sustainability goals, proving that machine monitoring isn’t just good for business; it’s also good for the planet.
The Road Ahead: Data-Driven Wins Across the Board
Optima is just getting started, but the impact is already clear: better scheduling, empowered operators, improved quoting, and a stronger handle on performance from top to bottom.
When you pair real-time data with a team ready to act, the results show up fast.

Ready to See What’s Possible?
Optima’s story shows how real-time production monitoring replaces guesswork with answers customers can trust. See the difference for yourself—Request a Pilot with Datanomix.