Production Intelligence

Late deliveries are killing your reputation.

You find out a job is late when the customer calls. We build the intelligence layer that scores delivery risk in real time — so you fix problems before they become broken promises. World-class American makers deserve world-class visibility.

Production intelligence blueprint — factory floor with CNC machines and monitoring dashboards
The Problem

You're managing production by exception — and losing.

When your only alert system is an angry phone call, every late job erodes the trust that took years to build.

  • 01
    You find out a job is late when the customer calls
    Without real-time visibility into job progress vs. schedule, problems compound silently. By the time someone notices, the delivery date has already slipped — and the customer noticed first.
  • 02
    Shift handoffs lose critical context
    Second shift starts cold. What ran hot, what's behind, which machine is acting up — it all lives in the outgoing lead's head. By the time the new crew figures it out, they've lost an hour.
  • 03
    Capacity planning is a whiteboard and a prayer
    You can't see where your bottlenecks are forming until they've already hit. Overtime gets scheduled reactively, machines sit idle while others are overloaded, and nobody trusts the schedule.
Outcomes

What changes when production gets visible.

We build the real-time intelligence layer that turns reactive firefighting into proactive management.

Before
Late jobs surface when customers call. No early warning system. Expediting is the default, not the exception.
After
AI-powered risk scores flag at-risk orders days before they slip. You intervene early — before the customer ever knows there was a problem.
Before
Shift changes are a black hole. Incoming crew spends 30-60 minutes figuring out what happened and what needs attention.
After
AI-generated shift handoffs capture completions, issues, and action items. Next shift starts informed and productive from minute one.
Before
Capacity is a guess. You don't know you're overloaded until jobs start backing up and overtime gets called.
After
Capacity heatmaps show exactly where you're committed, where you have room, and where bottlenecks are forming — in real time.
How We Work

From blind spots to
full-floor visibility.

A focused engagement that connects your production data to a real-time intelligence layer.

01
Discovery
We map your production workflow — routing steps, data sources, pain points. Identify where visibility gaps cost you the most.
02
Data Integration
Connect your ERP, shop floor systems, and scheduling tools. Build the real-time data pipeline that feeds the intelligence layer.
03
Build & Configure
Stand up live dashboards, risk scoring, capacity views, and alert rules. Configured to your shifts, machines, and escalation preferences.
04
Launch & Optimize
Go live with your team. Tune risk thresholds as patterns emerge, expand coverage to additional work centers, and refine alerting.
Powered by the Production Module

This service is built on our Production & Scheduling module — live job boards via WebSockets, AI delivery risk scoring, capacity heatmaps, and automated shift handoffs. Explore the full technical capabilities.

Explore Module →
Made for makers

Your floor. Real-time.
No surprises.

The data already exists. We just need to surface it — and build the system that turns it into foresight for your operation.

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