Real MenHave Fabs
Research edition 01Fixed dataset · 2026-07-12 UTCNot live data

Methodology

Every provocative conclusion needs an audit trail.

The site separates facts, estimates, inferences, stocks, flows, and commitment categories. Validation runs before every build.

Shadow Capital

A taxonomy, not a subtotal

Track capacity reservations, firm inventory purchases, supplier prepayments, strategic inventory, facility guarantees, manufacturing investments, and customer-backed supplier expansion as separate fields.

Scale indicators

Label stock versus flow

Commitment intensity divides an ending disclosed commitment balance by annual revenue. Commitment-to-CapEx divides an ending stock by an annual flow. Neither is a GAAP multiple.

Non-manufacturing

Keep separate categories separate

Cloud capacity, investment commitments, and other vendor obligations never become one manufactured “fab” total.

Ownership

Control is not binary

Owned assets, dedicated lines, anchor agreements, allocation rights, portability, and public support create different forms of control.

C033 Registry state: Verified

SEC MD&A rules require discussion of material cash requirements and recognize that off-balance-sheet commitments can materially affect financial condition.

Claim period
Rule issued 2020; ongoing disclosure framework
Source date
2020
Source quality
A
Last verified

Caveat. Paraphrase, not a legal opinion.

Open source

Source grades

Evidence quality

A
Filing or government record
B
Official company statement
C
High-quality reporting
D
Industry estimate
E
Editorial inference

Claim states

Publication status

Verified
Directly supported by Grade A or B evidence.
Corroborated
Supported by multiple credible reports.
Estimated
Industry-supplied estimate with methodology limits.
Inferred
Site analysis derived from cited evidence.
Disputed
Credible evidence materially conflicts.
Retired
No longer current or corrected.

Build gate

What fails publication

  • A claim referencing a missing source.
  • A claim without normalized period metadata.
  • An external source without a URL or date.
  • Duplicate active claim IDs.
  • Metrics without units, period, or source records.
  • Derived ratios that drift from canonical inputs.
  • Mixed chart units or currencies without conversion metadata.
  • A retired claim cited without an explicit historical flag.

Update workflow

From filing to published record

  1. Capture the primary document in the source ledger.
  2. Add or retire the claim without overwriting its history.
  3. Normalize the reported definition, period, units, and category.
  4. Run schema, citation, calculation, route, metadata, and build checks.
  5. Record material corrections with original wording, corrected wording, reason, source, date, and affected pages.