Module 04 — Production Intelligence

See every job.
Before it's late.

Live work order tracking, AI-powered delivery risk scoring, capacity heatmaps, and automated shift handoff reports. No more surprises on the shop floor.

Production Intelligence Console blueprint
Core Capabilities

Real-time visibility
across every job.

The difference between reacting to late deliveries and preventing them. Dynamism Factory scores risk before it becomes a problem.

01
Live Job Board
Every work order synced from your ERP in real-time. Status, progress, operator assignment, and machine allocation — all in one view, updated every 5 minutes.
02
Delivery Risk Scoring
AI calculates a 0-100 risk score for every job based on remaining time, machine queue depth, cycle time variance, and material availability. Scores above 70 auto-trigger alerts.
03
Capacity Heatmap
Visual utilization map per machine per day. See bottlenecks forming before they choke your schedule. Identify idle capacity that could absorb rush jobs.
04
Automated Shift Handoffs
End-of-shift reports generated automatically with completed jobs, in-progress work, open issues, and priorities for the next shift. No more lost context between crews.
05
Smart Alerts
Delivery risk, machine down, material shortage, and capacity bottleneck alerts with severity levels. Acknowledge and track resolution — nothing falls through the cracks.
06
Operator Mobile View
Simplified mobile interface shows each operator their current job, next job, and machine status. Quick downtime logging in under 30 seconds — right from their phone.
Technical Details

Built for the speed
of the shop floor.

Real-time data demands real-time architecture. Every component is designed for sub-second updates.

ERP Sync
Bidirectional, every 5 minutes
Work orders sync from your ERP automatically. Status changes in Dynamism Factory push back. No double entry.
Risk Scoring
Heuristic + ML hybrid
Days remaining, queue depth, cycle time variance, and material delays feed a scoring model that improves with your data.
Alert Types
4 categories, 4 severity levels
Delivery risk, machine down, material shortage, capacity bottleneck. Low, medium, high, critical — with acknowledgement tracking.
Capacity Planning
Per machine, per day
Scheduled vs available hours, utilization percentage, bottleneck flagging. Rebuilt every sync cycle.
Shift Handoffs
Auto-generated per facility
Completed jobs, in-progress work, issues, and next-shift priorities. Unique per tenant, facility, date, and shift type.
Filtering
Status, machine, operator, facility
Every list view supports multi-field filtering, search, and ordering. Built on DRF filter backends.
Need help implementing?

Our Production & Delivery Intelligence service team can implement and customize this module for your shop's production workflow.

Learn About the Service →
Open source is the starting line

Real-time visibility is standard. Predictive intelligence is custom.

Factory gives you live job tracking, risk scoring, and capacity heatmaps. But your routing logic, scheduling constraints, and delivery SLAs are specific to your operation. We build custom production intelligence that learns your shop's rhythm — predicting bottlenecks and late deliveries before they happen, tuned to the way you actually run jobs.

Talk to Our Team → Learn About Custom Production & Delivery Intelligence →
The platform American shops deserve

Late deliveries are
a solved problem.

Connect your ERP and start seeing risk scores within the hour. On-time delivery is how American shops keep work from going overseas — Factory is open-source so every shop can hit that standard.

View on GitHub → Talk to Our Team → Next: Equipment →