Machine Readable Intelligent SEC Data

OVERVIEW:

Intelligent SEC Data enables analysts and quantitative investors to unlock the power of machine-readable filings with FiscalNote AI Solutions.

Anvil, our next-generation AI platform, continually monitors
for new SEC filings in real time, and transforms the textual portions of those filings into a machine consumable representation that maintains section integrity while
removing extraneous information.

Document statutory hierarchy is maintained by creating a historical baseline for
back testing and cross-section analysis, as well as cross-company analysis

The data is delivered in a structured format that lets users perform
Natural Language Processing (NLP) against the data without having
to do document cleanup and structuring themselves.

Additionally, this data set offers specialized LDA topic models and takes advantage of Anvil’s unique resolution, entity, relationship and event extraction capabilities.

The data is delivered in a simple, structured format to let you immediately incorporate it into internal human facing applications, algorithms, and data science environments.

SCALE:

- Focused on US SEC Filings
- Detailed identifiers
- 10 Year plus history
- Continually Updated

PARTIAL SAMPLE OF KEY FIELDS / DATA TYPES:

- Company identifiers
- Dates
- Form type (3, 4, 5, 8K'S, 10-k's and 10q'S)
- Multiple LDA topic model vectors (models specially trained to specific sections of relevant SEC filings)
- Extracted entities, relationships etc.

TECHNOLOGY & METHODS:

Anvil, FiscalNote AI Solutions next-generation AI platform utilizes highly proprietary natural language understanding models, unique knowledge graph capabilities and our proprietary AI engines to extract and resolve and entities (companies, people, products etc.) and to apply various specialized LDA topic models for clustering. change detection and for identifying similarities both intra company and across companies. Data readily supports time series and an ability to rapidly compare and contrast individual companies, industry segments or user defined cohorts.

Full data provenance is always maintained. Readily fused with other data sets provided by FiscalNote AI Solutions to create additional factors and dimensions for both augmented analytical insights and quantitative modeling.

ABOUT FISCALNOTE AI SOLUTIONS

FiscalNote and FiscalNote AI Solutions is the premier information services company focused on global policy and market intelligence. By combining AI technology, expert analysis, and legislative, regulatory, and geopolitical data, FiscalNote is reinventing the way that organizations minimize risk and capitalize on opportunity. FiscalNote empowers more than 5,000 clients worldwide to monitor, manage, and act on the issues that matter most to them. To learn more about FiscalNote and its family of brands, visit FiscalNote.com and FiscalNote.ai or follow @FiscalNote.

搜集汇总

背景与挑战

背景概述

该数据集通过Anvil AI平台将美国SEC文件实时转换为结构化机器可读格式，保留章节完整性并提供10年以上历史数据，支持实体提取、LDA主题建模和跨公司分析，可直接用于量化投资和NLP应用。