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Technology

The technology behind AlphaOS

AlphaOS turns unstructured filings, transcripts, and market data into a connected, evidence-backed model of the market — built from six core systems.

Knowledge Graph

Maps companies, industries, products, executives, customers, suppliers, competitors, and themes into a connected model of the market.

AI Agents

Specialized AI agents collaborate to extract, validate, and synthesize intelligence from filings, transcripts, and news.

Financial Registry

Normalizes financial metrics from disparate sources into a single structured knowledge layer.

Earnings Intelligence

Transforms filings and earnings materials into structured, evidence-backed signals.

Opportunity Engine

Ranks investment opportunities using evidence and fundamentals rather than popularity.

Industry Intelligence

Tracks industry cycles, drivers, beneficiaries, and structural trends across the market.

The Intelligence Lifecycle

Every company moves through the same layered pipeline, so intelligence is built once and kept current as new evidence arrives.

  1. 1

    Registry

    The universe of companies AlphaOS knows exists — the foundation every other layer builds on.

  2. 2

    Foundation

    Core identity, classification, market data, and filings assembled for each company.

  3. 3

    Company Intelligence

    Curated, evidence-backed snapshots of what matters: signals, changes, priorities, and risks.

  4. 4

    Earnings Intelligence

    Quarter-by-quarter structured intelligence extracted from earnings materials.

  5. 5

    Continuous Intelligence

    Assets refresh as new evidence arrives, keeping the picture current rather than static.