FOLIO · 00 — INTRODUCTION
Four research initiatives convert qualitative friction into bounded analytical outputs. Geopolitical events, SEC footnotes, workforce records, and diligence materials become reviewable scores, ledgers, and risk signals.
§ 01 · SHARED TRANSFORMATION
Four source types enter with different structures and the same obligation: preserve what supports the conclusion.
The number is the deliverable. Everything else is context.
§ 02 · RESEARCH PORTFOLIO
Distinct domains, one insistence on bounded outputs and traceable evidence.
GEOPOLITICAL VOLATILITY SIGNAL
Geopolitical instability may predict movement magnitude, not direction.
Regional conflict events become a reviewable variance signal with false positives left visible.
SEC FOOTNOTE QUALITY ENGINE
Footnotes become auditable quality signals before valuation conclusions.
Filing language resolves into a point-in-time ledger with each value linked to its extraction row.
PRIVATE EQUITY · HUMAN CAPITAL
Workforce signals deserve structured diligence before close.
Public records and primary diligence inputs resolve into a descriptive diagnostic, not a prediction.
DILIGENCE RISK ENGINE
Every risk claim should trace back to evidence.
Retrieval, contradiction checks, and analyst review produce a cited memo with explicit coverage limits.
PLATE · 01 VALIDATED
Geopolitical Volatility Signal
Geopolitical instability may predict movement magnitude, not direction.
01 · GROUP Events align by region and observation date without discarding their identifiers.
02 · COMPARE A variance score is tested beside ETF movement rather than forced into a directional claim.
03 · DISCLOSE False positives and warm-up exclusions remain visible in the validation record.
PLATE · 02 AUDITED PIPELINE
SEC Footnote Quality Engine
Footnotes become auditable quality signals before valuation conclusions.
01 · EXTRACT Relevant filing language is highlighted without detaching it from the original note.
02 · LOCK Facts populate a point-in-time ledger with filing date, page, and extraction lineage.
03 · RESOLVE Eight sector-normalized pillars form the research output before the valuation overlay.
PLATE · 03 IN DEVELOPMENT
Private Equity · Human Capital
Workforce signals deserve structured diligence before close.
01 · CATEGORIZE Public workforce records and primary diligence inputs enter five independent components.
02 · NORMALIZE Sector benchmarks align observations before a 0–1 composite is calculated.
03 · DELIVER A four-tier Cultural Health Certificate enters the data room with narrative flags.
PLATE · 04 LOCAL RESEARCH BUILD
Diligence Risk Engine
Every risk claim should trace back to evidence.
01 · RETRIEVE Domain categories focus retrieval across five diligence file formats.
02 · CHALLENGE Claims remain linked to passages while contradictions surface as review items.
03 · REVIEW Human decisions close each checkpoint before a cited Markdown memo can export.
§ 03 · METHOD
Most qualitative risk outputs cannot be compared, backtested, or revisited. These projects begin with the opposite constraint. Each system must produce a bounded output, preserve evidence, document limitations, and support review.
G Goldstein C Caligula H CHC S SectorRisk
§ 04 · RESEARCH HONESTY
Methodological honesty is part of the output. Limitations sit beside claims so a reviewer can see where the evidence stops.
Crossing events are evaluated against subsequent variance, not direction. False-positive markers remain in the validation view, and warm-up observations are excluded under the documented threshold.
BOUNDARY · SIGNAL ≠ TRADE RECOMMENDATIONObservations are locked to filing cutoffs and source rows. The quality ledger structures disclosed evidence; it does not make the valuation conclusion or repair omissions in issuer filings.
BOUNDARY · DISCLOSED DATA ONLYThe framework is descriptive and most comparable within a single sector until sector normalization is complete. It does not claim predictive ability for deal outcomes.
BOUNDARY · IN DEVELOPMENTMissing evidence is reported as insufficient evidence. Retrieval coverage depends on supplied materials, and every risk output requires human review before export.
BOUNDARY · LOCAL RESEARCH BUILDNone of these projects should claim beyond available evidence.
§ FINAL · CORRESPONDENCE
Methodology questions, academic discussion, collaboration proposals, and documentation requests are welcome. Correspondence should engage directly with the work.
01Project Goldstein variance signal
02Project Caligula footnote quality
03CHC Platform human-capital diligence
04SectorRisk Agent source-backed risk