What if you could ask your production data a question and get an answer? MCP turns passive dashboards into conversational intelligence — from 80 minutes to 2 minutes.

Industry 4.0 says faster is always better. But the most important number in your plant doesn’t need to update every second. Daily is the sweet spot between real-time noise and monthly surprises.

87% OEE sounds acceptable. That 13% gap cost $8,200 in lost profit today. Here’s how to translate operational percentages into the financial language your CFO needs.

Your enterprise ‘average’ cost per unit is probably wrong. Averaging ratios across sites is mathematically incorrect — here’s the structural flaw and how to fix it.

Your historian knows how many bottles came off the line. But what did it cost? The answer is hidden across fragmented systems — and the spreadsheet treadmill isn’t fast enough.