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Case studies you can audit

Four fictional companies. Four real runs of the MCOS protocols. Every dollar figure below is actual instrument output, produced by a deterministic run and graded against a written answer key before it was allowed on this page.

Demonstration data. Every company, person, and transcript in these case studies is fictional, and none is a client engagement. Every figure is real output from a reproducible MCOS run, graded against a written answer key before publication.

Key Person AuditFictional company

Coppervale Mechanical Services

The business that runs on five people's memories

A $12M contractor's owner wants to sell. Three structured interviews surface what a buyer would find: every bid over $50K, the bonding line, and the top customer relationship all run through one man.

64/100

Owner-dependency score

$2.42M

Implied dependency discount, illustrative

12/12 answer-key claims holdRead the study
Sales IntelFictional company

Atlas Mechanical Services

The deal where the numbers held for three straight calls

A dispatch-software deal with a $9M account on the line. Across discovery, technical review, and close, the instrument keeps two clocks: what you knew then, and what you know now.

$2,953,160

Grounded value, five verified plays

$9M

Revenue at risk, then retired on renewal

16/16 claims hold, incl. the 2026-07-22 certified setRead the study
M&A DiligenceFictional company

Copperline Industrial Services

The walk-away that Phase Two priced

A $19.5M LOI, an environmental finding that reads like a deal-killer, and a $25M synergy fantasy. The instrument holds the line on all three, then reprices the deal when the facts change.

$730,000

Synergies counted, only the defended ones

$2.7M

Real EBITDA after the $400K true-down

20/20 answer-key claims hold across three statesRead the study
AI DiscoveryFictional company

Tallgrass Components

The model that leaves out what it cannot claim

An $85M distributor with a $450K technology budget. Six AI use cases surface; four carry verified dollars; and $335,000 in unevidenced savings gets withdrawn by the instrument itself.

$800,000

Grounded annual savings, 4x verified

178.6%

ROI on $287,100 invested

12/12 answer-key claims holdRead the study

How these pages are made

1. Answer key first. Each fictional universe ships with a written answer key before any run: what the correct extraction, classification, and math should be.

2. Deterministic run. The transcripts go through the same production pipeline the product runs, in deterministic mode. Same input, same output, every time.

3. Graded before published. A grader checks every claim against the key. Only figures that survive appear here, and each page cites its run of record.