Detect omitted metrics across successive company disclosures

Why use this

1. A financial researcher may notice that a familiar company metric no longer appears in a later disclosure. Differences in wording, document structure or reporting period can make an apparent omission difficult to distinguish from a search mistake.

2. This job could prepare a precise evidence trail across successive documents and leave interpretation separate from observation. Exact identifiers and source locations help a reviewer verify the finding without assuming that an omitted metric reveals management intent or business deterioration.

Why an agent / simpler alternative

Useful judgment

Reconcile metric names and definitions, distinguish omission from relocation and identify where document coverage is incomplete.

Simpler alternative

Manually compare a few known passages when the metric's wording and location are stable.

Unsuitable when

The output would infer fraud, make investment recommendations or claim omission without checking complete relevant documents.

Proposed inputs

1. Name

   Disclosure corpus

   Owner

   Authorized researcher

   Minimum scope

   Relevant releases/filings with dates and identifiers

   Quality check

   Verify completeness, versions and amendments

2. Name

   Metric definition

   Owner

   Research owner

   Minimum scope

   Target measure, known aliases and comparison scope

   Quality check

   Distinguish renamed measures from changed definitions

Access and setup — proposed or unknown

Proposed minimum

1. Use synthetic disclosure excerpts and an evidence table; no live filings retrieval, calculations or market actions.

Compatibility unknowns

1. Current document access, extraction quality, identifier mapping and runtime compatibility are unknown.

External actions requiring approval

1. Sharing confidential analysis, publishing allegations or executing financial actions requires appropriate authorization.

Expected deliverable and review checks

Proposed artifact

Metric-presence review with exact document/line references, alias checks and unresolved omission questions.

Critical checks

1. Check full relevant scope before saying absent; preserve definitions and periods; separate observed text from explanatory hypotheses.

Missing output evidence

This overlay adds no new output inspection, execution or validation; consult the referenced canonical source outcome limits.

Failure signals and proposed responses

1. Signal

   The metric moves to an appendix

   Why it matters

   A narrow search creates a false omission

   Proposed response

   Inspect the complete relevant document structure.

2. Signal

   A renamed measure changes its definition

   Why it matters

   A text match disguises noncomparability

   Proposed response

   Record the definition difference and avoid direct continuity claims.

Effort and cost — unknown

Setup work

1. Define aliases and source-reference conventions.

Ongoing review

1. Reviewer independently checks material findings against authoritative documents.

Unknowns

1. Corpus completeness, extraction quality, interpretation effort and data costs are unknown.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Invent successive disclosure excerpts with a relocated metric, renamed definition and unavailable appendix; draft an evidence matrix.

Acceptance checks

1. Avoid false absence; label missing coverage; infer no motive or investment consequence.

Stop conditions

1. Stop if document completeness or metric identity cannot be established.

Limits

1. A documented omission cannot establish motive, financial misconduct or the meaning of a company's disclosure choices.