FFDREthefdre.com
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SEC 10-QMETA
Net income$26.77BThree months ended March 31, 2026
Revenue
$56.31B
Diluted EPS
$10.44

Accepted April 30, 2026

About FDRE

Research infrastructure that shows its work

FDRE converts SEC filings into auditable retrieval results, structured facts, point-in-time feature data, and reproducible event-study inputs for research teams.

Research and data engineeringQuant research engineeringNo trading-strategy claims
Retrieval runVerified
  1. 01
    Resolve issuerMETA only
  2. 02
    Hybrid retrieveText · tables · facts
  3. 03
    Verify citation100% text overlap
Top rerank score0.648

Verified production corpus

Measured scale, not projected scale

Counts were read from the production database on June 13, 2026. The S&P 500 universe uses current constituents and is therefore survivorship-biased.

495 / 499
S&P 500 primary tickers indexed
997
SEC filings parsed and chunked
1,065,227
Chunks with stored embeddings
512
Voyage embedding dimensions

Engineering evidence

Built for reproducible research

The public service is research infrastructure, not a low-latency trading system or a portfolio backtest.

Indexed retrieval

PostgreSQL GIN full-text search and partial HNSW cosine search over pgvector.

Point-in-time controls

SEC acceptance timestamps, availability boundaries, amendments, and as-of filtering.

Structured facts

Raw Company Facts plus canonical revenue, margins, cash flow, debt, and EPS.

Filing differences

Comparable periods with added, removed, and materially changed passages.

Research panel

Versioned JSON, CSV, and Parquet issuer-period features with leakage checks.

Auditable operations

Ingestion manifests, recovery metrics, data-quality audits, and experiment IDs.

Research workflows

Five public demonstrations

  1. 01
    Single-name risk retrieval

    Find section-aware evidence and inspect every retrieval score and citation.

  2. 02
    Table and XBRL extraction

    Query typed financial facts with the linked filing and narrative evidence.

  3. 03
    Filing change detection

    Compare the latest filing with its deterministic comparable period.

  4. 04
    Cross-sectional thematic research

    Scan broad themes while capping evidence per issuer for diversified results.

  5. 05
    Panel export and event study

    Export point-in-time features and run benchmark-adjusted statistical tests.

Methodology

Index offline, retrieve live

The bounded LangGraph retrieval workflow preprocesses the query, routes text, tables, and structured facts, reranks evidence, applies an evidence gate, and verifies every citation before returning an answer.

  1. Cached SEC ingest with acceptance timestamps
  2. Layout-aware text and table parsing
  3. Hybrid sparse and dense retrieval
  4. Typed facts, diffs, panels, and experiments
  5. Verified answer or deliberate abstention
Architecture