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AI-POWERED · REAL-TIME

Financial Intelligence Engine

Extract companies, metrics, events and insights from 10-K filings and financial documents using FinBERT-powered NER.

Powered by FinBERT · Transformer NER
— Reports Processed
— Entities Extracted
— Avg. Confidence
146
Reports Processed
▲ 12.4%
9,992
Entities Extracted
▲ 8.7%
89.8%
Avg Confidence
▲ 2.1%
12
Active Models
● Online

Executive Briefing

Awaiting analysis
Run a ticker or upload a filing to extract the strongest signals, metrics, and risks.

Best Extracts

Top entities will appear here.
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Extraction Quality

Confidence, coverage, events, and tables are scored after analysis.

Live Extraction Feed

Live
ENTITY TYPE CONTEXT SOURCE CONFIDENCE
Awaiting Intelligence

Search a SEC ticker or upload a financial document to activate the extraction engine

Entity Distribution

AI Insights

AI insights will surface after analysis

Market Data

—

Analyze a ticker to see live market data

Market Sentiment

Live

Recent Filings

NER Analysis Suite

Visual entity highlighting with custom extraction controls

Custom Entity Types

Select what to extract from your document

Document Sections

Load a document to see sections

Highlighted Document Text

No entities

No document loaded

Search a ticker or upload a document from the top bar to see entity highlights.

Extracted Entities

Entities appear here after analysis

Financial Event Radar

M&A activity, IPOs, earnings calls, stock splits & leadership changes

Event Categories

Detected Events

0 events
Event Radar Inactive

Analyze a document to scan for M&A, IPOs, earnings and leadership changes

Event Distribution

Document Intelligence

Financial tables, sections, and structured data extraction

No Documents Loaded

Analyze a 10-K filing to see document segmentation and structure

Multi-Document Comparison

Compare entity distributions and financial metrics across companies

Compare Tickers (analyze each one first, then compare)

Ready to Compare

Analyze multiple tickers then compare them here for side-by-side intelligence

Comparison Chart

Model Performance Metrics

Precision, Recall, F1-Score — live from the NER engine

Precision —
Recall —
F1 Score —
Total Entities —

Entity Type Breakdown

Analyze a document to see entity type breakdown

Model Comparison

ModelTypePrecisionRecallF1Speed
FinBERT-NER ActiveTransformer93.2%91.8%92.5%~180ms/chunk
BERT-base-NERTransformer87.4%85.1%86.2%~120ms/chunk
CRF (Baseline)Statistical72.1%68.4%70.2%~5ms/chunk
Heuristic RulesPattern Match95.0%65.0%77.2%~1ms/chunk

RAG Document Chat

Ask questions about the currently loaded SEC filing

No document loaded
Load a SEC ticker or upload a filing/report PDF, then ask for revenue, risks, margins, debt, guidance, sentiment, summaries, or any section of the document.

AI Financial Analyst

Autonomous intelligence — scores, signals, and actionable insights

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Investment Signal
Confidence: —
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Intelligence Score

Score Breakdown

Key Takeaways (Autonomous)

Analyze a ticker to get AI-generated takeaways

Why It Matters

AI insights appear after analysis

Entity Relationships

Relationship graph appears after analysis

Real-Time Alerts

Proactive risk detection and corporate event monitoring

No Active Alerts

Analyze a document to detect risks, anomalies and corporate events