Four roles. Two versions of the same Monday. The difference is whether the floor data reached you first.
Pick the role that matches your Monday. Toggle between the week you're walking into and the week you'd walk into if the floor's data reached you first.
Last updated: April 22, 2026
Last week's numbers land in your inbox. They don't match what you saw on the floor.
You spent Friday walking lines that fell behind. The report says 78% utilization. You know it wasn't 78%. Proving it requires a conversation nobody can give you a clean answer to. Which shift lost what, and why? Nobody has a clean answer.
You already know what happened. The data was there before the meeting.
Downtime by category. Operator-logged root causes. Schedule attainment by line and shift. Line 3's Thursday slippage was a changeover overrun on a material-grade switch. You caught it at 10am. Recovery was possible.
An order due Monday isn't going to finish in time.
You found out at 3pm Friday. Someone told you Line 4 had been behind since 9am. Shift ended at 4pm. You had one hour and a customer relationship on the line. The root cause? Nobody logged anything at the time.
The alert hit your phone at 9:15am. You called the floor. Problem solved by 10am.
By 9:12, Line 4 was an hour behind schedule. The alert hit your phone at 9:15. You called the floor. The operator had already logged the reason. You pulled up the schedule, redistributed the remaining work across two lines, and the Monday order stayed on track. No overtime. No customer call.
Board deck is due Friday. You need a path to margin improvement. Without new capital.
Input costs are up. Customers won't absorb another price increase. The board is asking where the margin recovery comes from. You're looking at operational reports that tell you what happened, not what's possible. The numbers don't tell you where the gap actually is. Most can't distinguish a capacity problem from an execution problem. Those two things have very different answers.
The board slide writes itself. The data is already in the system.
You can see which problem is capacity and which is execution. And you can prove it. OEE by site. Schedule attainment trend. Capacity recovered without CapEx. That's how we unlocked 20% additional capacity with nominal CapEx for a major steel fabricator. When the board asks where the margin recovery comes from, the answer is already sitting in the system.
Your P&L has an invisible line item.
Standard costing tells you what products cost in theory. It doesn't see changeover frequency, scheduling disruption, material delays, or the overtime absorbed when a job takes longer than estimated. Those costs are real. They just don't have a line item. You're pricing products without knowing which ones are actually profitable and which ones your best work is subsidizing.
You can see what each product actually costs to produce. Not what the model assumes.
Actual machine time per unit. Actual changeover overhead per batch. Some products cost more than the model assumed. Some cost less. Now you know which is which. The line item that didn't exist now has a number.
Common questions
What does a VP of Operations see Monday morning with MACH?
Downtime by category, operator-logged root causes, and schedule attainment by line and shift, available before the Monday morning meeting. The data exists from the moment it happened on the floor, not after a manual reporting cycle.
How does MACH help Plant Managers respond to production issues?
MACH alerts Plant Managers to speed deviations and production anomalies in near real time. When a line flags an issue, the operator logs the reason, maintenance responds, and the schedule adjusts. Often before the issue affects customer commitments.
How do CEOs use MACH to prepare board presentations?
MACH gives executives OEE by site, schedule attainment trends, and a clear distinction between capacity problems and execution problems. Manufacturers have used this data to unlock additional capacity without capital expenditure and present that case clearly to a board.
What does MACH show CFOs and P&L owners about product cost?
MACH captures actual machine time per unit, changeover overhead per batch, and scheduling disruption. The costs that standard costing misses. The result is a real cost-to-serve per product, based on what actually happens on the floor, not what the model assumes.
If one of those sounded familiar, the floor data to change it already exists.
MACH is the platform that connects the floor to the people who make decisions from it. Machine state. Operator context. Schedule attainment. Cost-to-serve. Captured at the source, surfaced before the shift ends.