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Demonstration accountRead-only — this company is illustrative, and nothing here can be changed
Aerospace & defense machining

Orion Precision Machining

$28.4M revenue · 84 employees · Ohio

Orion is a tier-2 aerospace machining shop founded in 1994. Revenue is up 9% year over year, adjusted EBITDA is 22%, and the founder wants to exit inside 18 months. One customer is a third of the book, the plant manager is 63, and an unsolicited LOI just landed at $30.5M. Every BK-OS module below runs against the same underlying company file.

The question on the table

Do we take the $30.5M offer now, or spend eighteen months de-risking the business and sell for materially more?

Company file

Revenue (TTM)
$28.4M
Adjusted EBITDA
$6.26M (22.0%)
Headcount
84
Founded
1994
Owner age
61
Offer on the table
$30.5M

What the system found

+$8.9M

Modeled value created by an 18-month de-risk plan

34% → 19%

Top-customer concentration after the diversification track

11 hrs/wk

Owner time returned by automation and brief synthesis

42 days

Diligence time removed by having the file already assembled

BK-OSCash Flow CommandComprehensive Financial AnalysisDaily BriefCompetitive Position RadarRegulatory RadarDocument IntelligenceSuccessor SimulatorSOP LibraryVIP RosterDeal War RoomClient ROI Ledger

BK-OS runs the whole company through eight analytical layers, then reduces it to one recommendation with the math attached.

BK-OS · Run All Layers

The recommendation

Eight analytical layers, one call

Open the real tool

Recommendation: decline the $30.5M offer, execute an 18-month de-risking program, and re-market in Q3 of next year at a target range of $38M–$41M.

The offer prices Orion at 4.9x adjusted EBITDA. Comparable aerospace machining transactions in the $5M–$8M EBITDA band cleared 6.2x–7.1x over the trailing eight quarters. The discount is not a market discount — it is a risk discount, and it is concentrated in three fixable items: a single customer at 34% of revenue, a plant manager with no documented successor, and quality certifications that lapse inside the diligence window.

Each of the three is addressable in twelve to eighteen months without new capital. Together they account for roughly 1.5 turns of multiple. Holding is the higher expected-value path even after discounting for market risk and eighteen more months of owner effort.

PathProbabilityNet to ownerTimeRisk
Accept the LOI now$26.1M after tax90 daysLow
De-risk 18 months, re-market62%$33.4M after tax21 monthsMedium
De-risk, market softens26%$27.8M after tax21 monthsMedium
De-risk, lose the anchor customer12%$21.2M after tax21 monthsHigh
Expected value of holding$30.6M after tax21 months
  • HighBoeing represents 34% of revenue on a 12-month rolling contract

    No long-term agreement, no minimum volume, and the buyer's diligence team will apply a concentration haircut of roughly 0.8x EBITDA. Two qualified prospects in medical-device machining can absorb 9% of capacity within four quarters using existing equipment.

  • HighPlant manager is 63 with no documented successor

    He personally holds the setup knowledge for the five-axis cell that produces 41% of gross margin. Nothing is written down. A buyer will either escrow against it or discount for it.

  • Medium$420k of owner compensation add-backs are undocumented

    The add-backs are legitimate but unsupported by a formal comp study. A quality-of-earnings provider will disallow roughly $140k of them, which is $900k of enterprise value at 6.4x.

  • MediumAS9100D certification renews inside the likely diligence window

    A lapse or finding during diligence is the single most common cause of retrade in aerospace machining transactions. Move the audit forward two quarters.

  • LowERP migration one-timers are material but defensible

    $186k of implementation cost is a genuine non-recurring item with vendor invoices supporting it. Package the documentation now rather than reconstructing it under a 45-day clock.

"I had three advisors tell me the offer was fair. None of them could tell me what would make it unfair."

Composite of owner interviews in this segment
Why this matters

Most owners make the biggest financial decision of their life on gut feel and a broker's spreadsheet. This is the same decision framed the way a private equity investment committee would frame it — expected value, downside, and the specific conditions that change the answer.

Full report exports to PDF in plain English or analyst language

BK-OS · Decision Analytics

Monte Carlo across four scenarios

10,000 iterations on revenue, margin, multiple, and close probability

Open the real tool
ScenarioWeightMean NPVP10P50P90P(profit)
Base45%$33.4M$28.9M$33.1M$38.2M97%
Upside17%$41.7M$36.8M$41.4M$47.0M99%
Soft market26%$27.8M$23.1M$27.9M$32.4M88%
Anchor loss12%$21.2M$16.4M$21.0M$26.3M61%

Expected value

$30.6M

vs $26.1M net on the offer

5% worst case

$17.9M

CVaR across all scenarios

Chance of beating the offer

71%

Breakeven multiple

5.4x

Below this, take the offer

Why this matters

A single number is a guess. A distribution tells you what your downside actually looks like, which is the number that should determine whether you can afford to wait.

What would this look like for your business?

Orion Precision Machining is illustrative. The tools are not. Point them at your own numbers and you will have the first version of this file inside an afternoon.

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