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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.

— Reports Processed
— Entities Extracted
— Avg. Confidence

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

Search a ticker or upload a document to begin extraction

Entity Distribution

AI Insights

Insights appear after analysis

Market Data

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Analyze a ticker to see live market data.

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

No events detected yet. Analyze a document to scan for events.

Event Distribution

Document Intelligence

Financial tables, sections, and structured data extraction

Analyze a 10-K filing to see document segmentation

Multi-Document Comparison

Compare entity distributions and financial metrics across companies

Compare Tickers (analyze each one first, then compare)

Analyze multiple tickers then compare them here

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
Hello! I'm ready to analyze your financial document. Load a ticker or PDF and ask me anything — revenue figures, risk factors, EBITDA, guidance, or any section of the 10-K.

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 alerts yet. Analyze a document to detect risks and events.