AI automation for manufacturers — monitor production in real time, automate quality reporting, streamline supplier communications, and eliminate the manual data entry that slows everything down. Delivered in weeks.
The Problem
Modern factories run precision equipment worth millions — then track production with spreadsheets, email purchase orders by hand, and catch quality issues hours after they start. The gap between shop-floor technology and back-office processes is where manufacturers bleed time and money.
Operators log output by hand. Shift supervisors compile numbers into spreadsheets. Managers wait until Monday to see last week's performance. By the time trends surface, the damage is done.
Quality checks happen at intervals — not in real time. A tooling issue at 2 AM runs unchecked until the morning shift. Scrap costs, rework, and customer returns all trace back to the same problem: detection too late.
Purchase orders sent via email. Delivery confirmations buried in inboxes. Late shipments discovered when the line stops. Nobody has a single source of truth for what's ordered, what's confirmed, and what's late.
Equipment maintenance happens on a schedule — whether the machine needs it or not. Meanwhile, the machine that actually needs attention gives subtle warning signs (vibration, temperature, cycle time drift) that nobody's tracking systematically.
What We Automate
Built for small-to-mid-size manufacturers (20–500 employees). Works with your existing ERP, machines, and communication tools.
Machine output, cycle times, downtime events, and OEE metrics collected automatically. Shift summaries generated and distributed without anyone touching a spreadsheet. Anomalies flagged instantly — not at the end-of-week review. Supervisors get alerts, not data entry assignments.
Quality data from inspections, sensors, and operator inputs analyzed continuously. When measurements drift toward control limits — before they exceed them — alerts fire to the right people with context: what's drifting, since when, and which machine/lot is affected. Reduces scrap, rework, and customer complaints.
Purchase orders generated from inventory triggers or production schedules. Sent automatically with acknowledgment tracking. Late deliveries flagged before the line stops — not after. Supplier scorecards updated automatically based on on-time delivery, quality, and responsiveness.
Machine runtime, vibration data, temperature readings, and error logs monitored for patterns. When a machine's behavior deviates from its baseline, a maintenance work order is created automatically with priority level, suspected issue, and last service history. Maintenance happens when needed — not on a fixed calendar.
A mid-size manufacturer with 100 employees losing 15+ hours/week to manual reporting, reactive quality control, and supplier follow-ups. At loaded labor rates of $45–65/hr, that's $74K+ annually in recoverable costs — before counting scrap reduction and avoided downtime.
The Shift
"We cut our scrap rate by 40% in the first two months just from catching quality drifts earlier. The production reports that used to take our supervisors all Monday morning now arrive in everyone's inbox before the first shift starts."
No per-machine fees. No usage surprises. You know the cost before we start.
Process
We integrate with your existing equipment and systems. No production line downtime required.
We walk the floor, audit your data sources (PLC, ERP, QMS), and identify the workflows costing you the most time and scrap. You get a written scope with exactly what we'll automate and the expected ROI.
We build the data pipelines and automations, connect to your existing systems, and configure alert thresholds with your team. Weekly progress demos so you see real data flowing — not just slide decks.
Automation runs in shadow mode alongside current processes. Your team validates accuracy, we tune alert sensitivity, and everything is proven with real production data before full handover.
Go live. Operators and supervisors trained on new workflows. Full documentation delivered. 30 days of support included to adjust thresholds and handle edge cases from real production runs.
Let's automate the reporting, quality monitoring, and supplier coordination so your team can focus on production — not paperwork.