Corporate Filings (10-K, 10-Q, 8-K)
Buy and sell corporate filings (10-k, 10-q, 8-k) data. SEC filings contain forward-looking statements, risk factors, and financial data that power quantitative trading AI.
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What Are Corporate Filings (10-K, 10-Q, 8-K)?
Corporate filings are mandatory SEC documents that public companies use to disclose financial performance, business operations, and material changes. The 10-K is a comprehensive annual report filed within 60 to 90 days of fiscal year-end, containing audited financial statements, detailed business descriptions, and balance sheet data. The 10-Q is a quarterly report filed within 40 to 45 days of quarter-end with unaudited financial statements and interim performance updates. The 8-K is filed whenever a material change in business conditions occurs. These documents contain forward-looking statements, risk factors, and granular financial data that power quantitative trading algorithms, risk analysis, and institutional investment decisions.
Market Data
100–300 pages
10-K Typical Length
Source: Search10k
60–90 days after fiscal year-end
10-K Filing Deadline
Source: V7 Labs
40–45 days after quarter-end
10-Q Filing Deadline
Source: V7 Labs
Unaudited
10-Q Financial Statements
Source: V7 Labs
Filed whenever material business changes occur
8-K Frequency
Source: AWS Machine Learning Blog
Who Uses This Data
What AI models do with it.do with it.
Quantitative Trading Firms
Extract financial metrics, forward-looking statements, and risk factors from 10-K and 10-Q filings to train machine learning models and power algorithmic trading strategies.
Financial Analysts
Use AI systems to rapidly process SEC filings and extract key financial insights from audited statements, cash flow data, and management discussion sections that previously required weeks of manual analysis.
Risk Management & Compliance
Monitor 8-K filings for material business changes and use NLP-scored filings to quantify risk, uncertainty, and litigation exposure across portfolios.
Institutional Investors
Analyze 10-K and 10-Q data to assess financial health, revenue trends, balance sheet composition, equity ownership, and shareholder matters for investment decisions.
What Can You Earn?
What it's worth.worth.
Individual Filing (10-K, 10-Q, or 8-K)
Varies
Pricing depends on data buyer, licensing model (API access, dataset subscription, or raw file distribution), and whether filings are preprocessed or require parsing.
Bulk Historical Dataset
Varies
Multi-year archives of 10-Ks, 10-Qs, and 8-Ks with NLP feature engineering or structured extraction command premium pricing.
Real-Time 8-K Feeds
Varies
Immediate notification of filed 8-Ks with parsed data may attract higher compensation from quant trading and compliance teams.
What Buyers Expect
What makes it valuable.valuable.
Accurate Financial Data Extraction
Buyers require clean, audited financial figures from balance sheets, cash flow statements, and income statements without transcription errors or misalignment.
Complete Document Coverage
All required sections including Management Discussion & Analysis (MD&A), risk factor disclosures, and executive officer biographies must be present and properly segmented.
Timely Delivery
8-Ks must be filed and processed within hours for algorithmic traders; 10-Ks and 10-Qs within 1–3 business days of SEC publication to maintain analytical advantage.
Structured Metadata
CIK numbers, filing dates, fiscal periods, company names, and regulatory thresholds (large accelerated filer status, public float, share counts) must be accurately tagged.
NLP-Ready Text
Filings should support natural language processing for risk scoring, sentiment analysis, litigation language detection, and forward-looking statement identification.
Companies Active Here
Who's buying.buying.
Process 10-K and 10-Q forward-looking statements and financial metrics to train machine learning models for predictive trading signals
Aggregate, parse, and enhance SEC filings with AI-driven extraction, NLP scoring, and dashboard interfaces for institutional clients
Rapidly analyze 10-K audited statements, executive compensation, and shareholder ownership for M&A due diligence and stock ratings
Monitor 8-K material event filings and score 10-K/10-Q texts for litigation language, regulatory risk, and uncertainty metrics
Extract public float, share count, and director information from 10-Ks to verify ownership thresholds and portfolio compliance
FAQ
Common questions.questions.
What is the difference between a 10-K, 10-Q, and 8-K?
The 10-K is an audited annual report filed 60–90 days after fiscal year-end with detailed financial statements and business descriptions. The 10-Q is an unaudited quarterly report filed 40–45 days after quarter-end with interim financial updates. The 8-K is filed whenever a material business change occurs and can be filed multiple times per year.
How do AI systems improve 10-K and 10-Q analysis?
AI systems process hundreds of pages in minutes and extract key financial insights that would take analysts hours or days to locate manually. They enable rapid identification of revenue trends, cash flow patterns, balance sheet composition, and risk factors at scale.
Are 10-Q financial statements audited?
No. Unlike the 10-K, which contains audited financial statements, the 10-Q financial statements are typically unaudited, providing a faster but less verified snapshot of interim performance.
What makes SEC filings valuable for quantitative trading?
10-Ks and 10-Qs contain audited financial data, forward-looking statements, detailed risk disclosures, and management guidance that machine learning models use to identify trading signals and assess financial health.
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