MACH (Machine Analytics & Control Hub) by Kinetech Launches With Real-Time Shop Floor Visibility

San Antonio, United States – July 15, 2026 / Kinetech Cloud /

SAN ANTONIO, Texas — July 13, 2026 — Kinetech Cloud LLC today announced the launch of MACH (Machine Analytics & Control Hub), a real-time production monitoring and scheduling platform for heavy-industry manufacturers. Learn more at machmanufacturing.io.

Every manufacturer knows the moment: the operators on the floor report one number, and leadership says another. MACH was built to close that gap. It tracks machine state, downtime reasons, and job progress as they happen, then ties that data to a schedule that reflects what the floor is actually doing, not what was planned at 6 a.m.

“Most manufacturers track machine uptime. Fewer connect that data to the cost of getting a part out the door. That gap is expensive, and closing it is what we built MACH to do. The data is the foundation, but the improvements come from what we do with it.“ – Connor Lanman, Head of Product

From there, the data turns into the numbers that run the business. Real-time machine state surfaces the micro-stops and speed loss that standard utilization reports miss. Capability-aware scheduling enforces machine constraints on its own and groups jobs to cut sequence-dependent changeover. Predicted durations replace estimates with real production history. And OEE and KPI formulas are yours to define, so the metric fits the operation instead of the other way around.

MACH is a suite of applications. MACH Schedule visualizes jobs sourced from the ERP and rebalances the moment a machine goes down, so schedulers can adjust as they walk the floor. MACH Monitor shows every machine’s state in real time: running, down, in changeover, or idle, with the reason the operator logged whenever a machine stops. MACH Hub tracks performance against custom KPIs and continuous-improvement initiatives. All of it is reachable from the floor, the office, or anywhere with an internet connection.

MACH is machine- and hardware-agnostic, so a shop can invest in what makes sense for it.

MACH didn’t start as a product. It started as a custom engagement with one of the largest steel fabricators in the US. The MACH team took what it learned there, along with more than a decade of building bespoke applications, and turned it into a product. For heavy industry, going digital is no longer optional, and MACH is built for that reality.

A decade of custom software work has taught Kinetech how to deliver complex systems at scale. It has also taught the team how many software promises go unmet, which is why MACH comes with a no-risk 90-day trial of both the software and the team. The customer’s only cost during the trial is installing the hardware. If MACH doesn’t deliver, both sides walk away.

MACH launches with three packages. MACH Complete includes the full suite; MACH Schedule and MACH Monitor can also be purchased on their own. All are priced per work center.

Manufacturers who want to know what their own floor is losing can start with a Shop Floor Diagnostic: a one-hour discovery call, a live demo built around the problem they described, and, if it’s a fit, a shop visit and a written report on what closing the gap is worth. Book one at machmanufacturing.io/diagnostic.

About MACH

MACH is an operational intelligence platform for manufacturers, built by Kinetech, a San Antonio software company that has built custom software since 2014. It connects directly to shop-floor equipment, capturing machine state, operator context, and production results in real time and putting that data in front of the people who make the decisions, with no MES required. MACH spans production monitoring, scheduling, and analytics, so a plant can see its floor as it runs and act on what it finds. The platform grew out of a decade of custom work, including a steel-fabricator project that recovered about 20% more capacity and cut changeover time by 45% on equipment the shop already owned. Learn more at machmanufacturing.io.

About Kinetech

Since 2014, Kinetech has successfully delivered over 1,000 bespoke applications to enterprises of all sizes, ranging from $10-million-a-year nonprofits to $100-billion-a-year global manufacturers. Kinetech is based in San Antonio, Texas, and is a member of the San Antonio Manufacturers Association. Learn more at kinetechcloud.com.