SMF Inc. · An Etnyre International Company · Minonk, IL
for SMF Inc.
Estimated Annual Savings
$894K – $1.3M
Across 10 targeted AI initiatives · Conservative to optimistic range
$53.2M
Annual Revenue
ZoomInfo / RocketReach
~200–250
Employees
ZoomInfo 201–500 range
240,000 sq ft
Facility Space
2 plants: IL + SC
0
Annual Revenue
0
Employees
0
Facility Space
0
Max Annual Savings
Company Profile · Verified Facts
SMF Inc. is a full-service metal manufacturing facility specializing in heavy and light fabrication for OEMs. Founded 1972 in Minonk, IL — acquired by Etnyre International in October 2020. Ranked #25 on The Fabricator's 2025 FAB 40 with $74M in reported revenue.
Annual Revenue
$53.2M
ZoomInfo / RocketReach
Employees
~200–250
ZoomInfo (201–500 range)
Combined Facility Space
240,000 sq ft
smf-inc.com
Quality Certification
ISO 9001:2015
smf-inc.com
Parent Company
Etnyre International Ltd.
XLCS Partners press release
FAB 40 Ranking
#25 (2025)
The Fabricator
Verified Operational Signals
Manual quoting confirmed
smf-inc.com directs all quote requests to phone and email — no CPQ tool, no online configurator, no customer portal.
Manual freight scheduling confirmed
Website states "our dedicated team relies on a comprehensive scheduling process to help you find the lowest freight cost" — confirming human-driven logistics.
Equipment reliability issue confirmed
Indeed review from Minonk, IL welder (Nov 2021): "The machines are always broken." Maintenance Technician is an active career category.
Single procurement manager for two plants
Michael Massey confirmed on RocketReach as Purchasing Manager for both Anderson, SC and Minonk, IL.
Elevated hiring activity (March 2026)
ZoomInfo confirms more open Operations roles than any point in the past 12 months — scaling headcount in exactly the areas where AI can reduce cost.
Area 01 · $167K–$280K / yr
SMF directs all quote requests to phone and email — no CPQ, no customer portal, no self-service pricing.
Quote generation, CSR agent, sales intelligence
1–2 estimating roles × $52K fully-loaded + cycle-time reduction
1–2 CSR roles × $48K + after-hours coverage value
Revenue uplift on existing accounts via churn prediction + upsell signals
Area 02 · $330K–$765K / yr
240,000 sq ft across two plants running laser cutters, CNC mills, welding positioners, and powder coat ovens — all maintained reactively.
Predictive maintenance, visual inspection, production scheduling
Downtime reduction (est. 3–5% of revenue) + avoided emergency repair costs
2–4 inspection roles × $46K + scrap/rework reduction
1–2 planning roles × $58K + OEE improvement on 9-process custom job shop
Area 03 · $286K–$660K / yr
One purchasing manager handles raw material procurement for 240,000 sq ft across two plants. Freight scheduling is confirmed manual.
Procurement optimization, freight routing
2–4% savings on est. $9.3M steel/aluminum spend (17.5% of $53M revenue)
3–8% freight cost reduction on est. $3.2M annual freight spend
Area 04 · $111K–$203K / yr
Elevated hiring activity confirmed March 2026 — more open Operations and Sales roles than any point in the past 12 months.
Recruiting automation, AP/finance automation
0.5–1 HR role × $52K + reduced time-to-fill on plant floor roles
0.5–1 AP role × $52K + error reduction on Fortune 500 OEM invoice volume
Return on Investment
$894K–$1.3M
Annual Savings
At full run rate
$2.7M–$3.9M
3-Year Cumulative
Conservative–optimistic
18–24 mo
Payback Period
Estimated
$1.7M–$2.9M
Net 3-Year Benefit
After implementation cost
Savings by Functional Area
Sales & Customer Experience
$167K–$280K
Quote generation, CSR agent, sales intelligence
Manufacturing & Quality Control
$330K–$765K
Predictive maintenance, visual inspection, scheduling
Supply Chain & Logistics
$286K–$660K
Procurement optimization, freight routing
HR & Administration
$111K–$203K
Recruiting automation, AP/finance automation
How It Works
No New Hardware Required
All 10 opportunities run on software that connects to existing systems — ERP, email, CNC data feeds, and existing sensors.
Human-in-the-Loop
AI handles the routine work. Your team reviews exceptions, approves decisions, and maintains full control at every step.
Built on Verified Facts
Every savings estimate is tied to a specific, confirmed operational detail from SMF's public record — not generic industry averages.
Phased Approach
Each phase builds on the last. Phase 1 delivers fast, visible wins that fund and justify Phase 2. No big-bang transformation — a disciplined, measurable rollout.
Phase
01
Months 1–6
Fastest payback: < 3 months per initiative
Phase
02
Months 7–18
Highest-leverage phase — core workflow automation
Phase
03
Months 19–36
Full transformation complete by month 36
$894K–$1.3M
Annual savings at full run rate
$2.7M–$3.9M
Cumulative 3-year savings
18–24 mo
Estimated payback period
$1.7M–$2.9M
Net 3-year benefit after investment