Sprytne Data Desk

About Our Analysis System

Sprytne Data Desk is an automated financial intelligence system that processes and analyzes publicly available data from the SEC EDGAR database, state Secretary of State registries, and the US Census Bureau.

Every company profile on sprytne.com is built from verified, primary source data. Our system parses 10-K (annual) and 10-Q (quarterly) filings in XBRL format, extracts revenue, net income, total assets, and employee counts, then calculates financial ratios including operating margin, debt-to-equity, and current ratio.

Data Sources

• 1
  SEC EDGAR — Annual (10-K), quarterly (10-Q), and current (8-K) filings with XBRL-tagged financial data.
• 2
  Secretary of State Records — Entity registration status, incorporation dates, and jurisdiction information from state-level databases.
• 3
  US Census Bureau — American Community Survey (ACS) for ZIP-level median household income, population, and demographic data.
• 4
  GeoNames — Geographic reference data for US cities and postal codes.

Methodology

Our analysis pipeline follows these principles:

1. Primary Source Only — All financial data comes directly from SEC EDGAR XBRL tags, never from third-party scrapers.
2. Data Integrity Shield — Our validation layer detects and flags anomalous XBRL values (e.g., sign errors, extreme outliers) before display.
3. Industry Benchmarking — Each company's metrics are compared against aggregated SIC-sector averages computed from all available filings.
4. Tiered Indexing — Only company profiles with sufficient data quality (verified SEC profile + financial data) are submitted to search engines.

For a deeper technical explanation, see our full methodology page.