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SOR-152674 · Business Intelligence Profile

Bozeman Machine Works

Bozeman, MT · NAICS 332710 Machine Shops

Revenue
$8.29M
Employees
35
Entity type
LLC
Years in business
43
Sorren office
Billings, MT
Advisor
Nina Rosenthal
EIN
**-***3912
Limited confidence · 73% coverage|Tax ReturnP&LBalance SheetPayrollEmployee DataIndustry Classification· 3 prior years
Compared against26 businessesNAICS 332710 — Machine ShopsMTRevenue $4.1M–$13.3M17–49 employees

Outlier flags

11 for review

Debt / EBITDA

ReviewBottom 25%
Client
2407756.00
Peer median
136.90
Peer 25th–75th
5.51 – 1874184.00
Off median
+1758669%

Debt / EBITDA sits above the peer median and is worth a professional review before the client conversation.

EBITDA Margin

ReviewBottom 25%
Client
-14.3%
Peer median
0.3%
Peer 25th–75th
-7.8% – 4.8%
Off median
-4885%

EBITDA Margin sits below the peer median and is worth a professional review before the client conversation.

Profit / Employee

ReviewBottom 25%
Client
$-48K
Peer median
$-13K
Peer 25th–75th
$-31K – $-3K
Off median
-262%

Profit / Employee sits below the peer median and is worth a professional review before the client conversation.

Revenue Growth

ReviewBottom 25%
Client
-6.7%
Peer median
4.9%
Peer 25th–75th
1.4% – 7.0%
Off median
-235%

Revenue Growth sits below the peer median and is worth a professional review before the client conversation.

Net Margin

ReviewBottom 25%
Client
-20.4%
Peer median
-6.7%
Peer 25th–75th
-14.9% – -1.4%
Off median
-207%

Net Margin sits below the peer median and is worth a professional review before the client conversation.

Payroll / Employee

ReviewBottom 25%
Client
$53K
Peer median
$38K
Peer 25th–75th
$30K – $49K
Off median
+40%

Payroll / Employee sits above the peer median and is worth a professional review before the client conversation.

Flags are internal professional-review signals based on medians and quartiles, not automated recommendations or tax advice. Differences from the peer median are Benchmark Variance.

Performance against peer benchmark

Tax year 2026
Revenue Growth
235.3%below median
Company
-6.7%
Peer median
4.9%
Top quartile
7.0%
Gross Margin
20.8%below median
Company
28.4%
Peer median
35.9%
Top quartile
44.2%
EBITDA Margin
4885.0%below median
Company
-14.3%
Peer median
0.3%
Top quartile
4.8%
Net Margin
206.8%below median
Company
-20.4%
Peer median
-6.7%
Top quartile
-1.4%
Revenue / Employee
17.3%above median
Company
$237K
Peer median
$202K
Top quartile
$251K
Payroll % Revenue
14.8%above median
Company
27.2%
Peer median
23.7%
Top quartile
20.6%
Current Ratio
1.7%below median
Company
3.10
Peer median
3.16
Top quartile
3.57
Effective Tax Rate
at median
Company
0.0%
Peer median
0.0%
Top quartile
0.0%

Benchmark scorecard

Growth
4th
Profitability
10th
Labor Efficiency
22nd
Operating Efficiency
33rd
Liquidity
56th
Leverage
25th
Tax Efficiency
77th
Asset Efficiency
40th

Financial opportunity map

$1.38M
Gross Margin$617K
Operating Expenses$418K
Labor$290K
Working Capital$52K
Capital Structure$0
Revenue$0

Benchmark variance only — the mathematical difference between current performance and the selected peer median. Not a projection of guaranteed savings.