SEC 10-K Extraction — Signal-Foundry

CIK Number

10-digit padded CIK from SEC EDGAR

Accession Number

Format: XXXXXXXXXX-YY-ZZZZZZ

— OR —

Filing URL (alternative)

Modern (rule-only):

Edge cases (try with vision + force_llm):

LLM Model Choose a preset or type any model id; set provider hint if prefix is ambiguous.

OpenRouter API Key (only required if you select an OpenRouter model) openrouter.ai/credits · NVIDIA NIM key: Server-bundled key may be expired — free signup at build.nvidia.com

Provider hint (optional) Only needed for free-text model IDs the backend cannot route by prefix.

Pipeline Options

Skip LLM (rule-only, $0 cost)

Skip XBRL cross-validation

Force LLM refine

Use vision for uncertain boundaries

💡 Tradeoff note: Force LLM refine + Use vision improve accuracy on edge-case filings (pre-HTML, plain-text, complex IBR), but add latency (~30–120 s) and token cost (~$0.01–0.05). If you prioritise speed and cost over accuracy, uncheck both options — the rule-only pipeline handles modern HTML filings at $0 cost in <5 s.

📊 SEC 10-K Extraction

📡 Pipeline Progress

Extracted Items

Processing Metadata

Pipeline Stages