Interactive sample

Explore a fictional machine shop

Scroll through sample margin metrics below — no account required. When you are ready, create an account to load the full demo workspace or import your own CSV.

Demo Data — fictional machine shop

Total margin erosion

$48,200

Jobs analyzed

Revenue

$1,842,500

Estimated margin

$360,600

Actual margin

$312,400

Biggest margin leaks

Setup overruns$28,400
Labor overruns$22,100
Scrap$14,800
Machine time$12,300
Material$8,800

Jobs at risk

Job #1842 · ABC Aerospace
Margin at risk $6,240
CRITICAL
Job #1755 · Northline Auto
Margin at risk $4,120
HIGH

Factory snapshot

Projected margin

16.9%

Jobs at risk

Potential savings

$124,000

Try with your own data

Create a free account to load the full interactive demo workspace or import a real JobBOSS², E2, or Excel job-cost CSV.

Full demo workspace

100 jobs, 20 customers, 10 machines, opportunities, and savings — clearly labeled as DEMO DATA. Requires a free account so your real shop data stays isolated.

FactoryEdgeAI family

Related tools for your shop

Each product solves a different floor problem. Pick what matches what you need next.

FactoryEdgeAI
CNC alarm lookup, troubleshooting guides, and shop-floor knowledge for machinists and programmers.
Machine Monitor
MTConnect machine monitoring for utilization and status — pair with MarginGuard when you want contribution, not just busy spindles.

Where shops start

High-intent pages for job cost variance, ERP CSV exports, and plans.

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