contact@embassyfortyone.com (364) 207-2774 Mon–Fri, 9:00 AM – 5:00 PM ET Embassy 41Collective Inc. Independent research · Not investment advice

The method, on the record.

A research tool should be understandable before it is trusted. This page sets out the inputs, the extraction steps, the review path, and the places the model can fail.

Scope
U.S.-listed public companies
Review
Sampled human review; no accuracy claim
Boundary
No recommendations or direction calls

01 Data we read

Embassy works from public material: annual and quarterly reports, current reports, proxy statements, issuer announcements, historical price and volume data, and public sector classifications. We do not use paywalled research or non-public information.

  • SEC filings: 10-K, 10-Q, 8-K and proxy statements
  • Issuer announcements and public investor materials
  • Historical price and volume series
  • Public sector and industry classifications

02 What the model does

The model compares a new document with the prior record, extracts the passages that changed, marks unusual movements in the stated data, and writes a short digest. Each output keeps a path back to the source passage; no accuracy rate is promised.

  • Detect changes between a filing and its prior version
  • Flag unusual values and announce amendments
  • Generate a dated, sourced digest
  • Preserve the source reference with the output

03 What it does not do

The desk does not give target levels, buy or sell recommendations, personalised advice or market-direction forecasts. It does not manage money, execute trades or decide whether a security is suitable for you.

  • No buy or sell recommendations
  • No target levels or ratings
  • No personalised advice
  • No market-direction forecasts

04 Validation

A sample of outputs is checked by a person against the underlying filing for source fidelity and obvious extraction errors. You can report an error from the Contact page; corrected outputs keep a new version and a dated note.

  • Sampled human review against the source
  • Versioned corrections
  • An error-report path that reaches the desk
  • No claim that every output has been reviewed

05 Known limitations

The record can be messy. Accounting-standard changes, one-time items, restatements and low-liquidity names are common sources of error. A delayed feed can make a change look newer than it is.

  • Accounting-policy changes and one-time items
  • Restatements and amended filings
  • Trading halts and low-liquidity securities
  • Source and market-data delays
  • Extraction errors in tables and footnotes

06 No performance claims

We do not publish performance figures, outcome statistics or comparisons against a benchmark. A sourced change record is not a track record, and we will not present it as one.

  • No performance figures
  • No outcome statistics
  • No benchmark comparison
  • No claim that the method produces a particular outcome