$0K+
Annual Savings (Conservative)
$0M+
3-Year Net Return
0 mo.
Payback Period (Months)
0
AI Opportunities Identified
Company Profile · Cedar Rapids, Iowa
Founded in 1964 by Ray Urban, MMP has grown into a 120-employee precision metal fabricator serving aerospace, medical, and electronics customers — led by second-generation siblings Kevin Urban (President) and Rita Urban Jelinek (VP).
Confirmed Pain Points
Staffing Pressure
Indeed: 'People quit and miss every day.' 5 active openings. $500K grant cited workforce shortages.
Manual Quote Process
3-person estimating team. No CPQ detected. All quotes built by hand.
Overnight Capacity
New laser-punch machine can run unattended but scheduling remains manual.
01 · $163K–$322K / yr
Quoting, order intake, and customer communication handled by a 3-person estimating team and manual phone/email intake.
3 estimators × $78K fully-loaded; 50–70% time automation + 2% revenue uplift from faster close
2–3 CSR/admin roles × $58–65K; 40–50% displacement for routine inquiries
02 · $382K–$500K / yr
AS9100D and NADCAP-certified fabrication across laser cutting, press brake, robotic welding, and powder coat — with manual QC at every major step.
1.5% scrap rate on $13M COGS; 20–30% reduction + 1–2 QC roles at 30% displacement
2–3 unplanned incidents/month × 3 hrs × $6.5K/hr; 35–40% reduction + 15% parts savings
1 production planner role × $65K + 3–5% throughput improvement on $20M revenue at 5–8% margin
03 · $213K–$333K / yr
~$6M in addressable raw material spend — steel sheet, aluminum, stainless, and specialty metals — managed manually by a single purchasing role.
$6M addressable spend (30% of revenue); 3–5% savings rate + 0.5 FTE procurement role
04 · $80K–$174K / yr
2 HR staff managing recruiting, onboarding, and compliance for 120 employees — with confirmed high turnover and active job openings.
30–40 annual hires; agency fee reduction + 10–15 day faster time-to-hire at $750/day vacancy cost
1–1.5 AP/AR roles × $58–87K at 40–60% displacement + invoice error reduction
03 · Savings Summary
Annual savings in thousands of dollars. All figures calibrated to Cedar Rapids, Iowa labor market rates (March 2026) and industry benchmarks from Hackett Group, Aberdeen Group, and McKinsey.
~$650K
Total Investment (18 mo.)
Phased across 3 stages
$885K
Annual Savings (Midpoint)
Conservative–optimistic midpoint
$2.0M+
3-Year Net Return
After full implementation costs
04 · Implementation Roadmap
Designed to deliver measurable ROI within the first 90 days while minimizing disruption to production. Quick wins fund deeper automation.
Investment
~$150K
Annual Savings
$126K–$272K / yr
Investment
~$200K
Annual Savings
$425K–$702K / yr
Investment
~$300K
Annual Savings
$287K–$355K / yr
18-Month Timeline
Next Step
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