# Octagon — Vendor Intelligence Profile
> Source: Vedex (https://vedex.ai) | Generated: 2026-10-05T08:39:07.118Z

## Overview

- **Description**: Overview:
Unlock the power of AI-driven financial analysis with our fully-managed SEC Filings Vector Database. This dataset offers a complete, ready-to-use Vector Store of both historical and current corporate documents from SEC filings, designed to supercharge your analytical capabilities.
Key Features:
LLM RAG-Ready Integration:
Seamless compatibility with Snowflake Cortex for native LLM inference and RAG applications
Supports external LLM solutions for versatile implementation
Eliminates the need for building and maintaining a separate Vector store, saving time and resources
Extensive Coverage:
Over 12,000 US securities from SEC EDGAR
Comprehensive coverage of financial statements from annual and quarterly reports (10-K, 10-Q, 20-F, 40-F), offering filings (S-1), amendments, and event filings (8-K)
Both audited and unaudited financial statements
Continuous daily updates for real-time insights
Historical data dating back to 2013 enables robust time-series analysis and AI model training
Enhanced Data Embeddings:
Built with Snowflake Arctic embedding models to achieve high performance
Detailed extracted company KPIs and executive compensation data
All XBRL-supported filing types converted into structured line items for easy retrieval and analysis
- **Domain**: octagonai.co
- **Contact Email**: contact@octagonai.co
- **Company Website**: https://octagonai.co

## Categories & Sectors

- **Categories**: Financial, Machine Learning, Market Analysis

## Marketplace Presence

- **Source Platforms**: snowflake_marketplace
- **Platform Count**: 1

## Intelligence Scores

- **Vendor Score**: 18.6
- **Market Presence**: 13.8
- **Integration**: 20
- **Business Maturity**: 3.2

## Links

- Vedex Profile: https://vedex.ai/vendor/octagon-0b733d
- Due Diligence: https://vedex.ai/due-diligence/octagon-0b733d