AI Decision Intelligence
AI Signal Brief
Challenge: Investment teams and operators often have access to SEC filings, market updates, and company disclosures, but the source data is too dense to interpret quickly and consistently. Important AI CapEx signals can be buried inside generic language about guidance, capacity, margin pressure, supply constraints, or customer concentration.
Solution: KOSYSTEMS built the AI Signal Brief as a transparent signal-processing workflow that ingests official SEC EDGAR filings, extracts AI CapEx-relevant business signals, applies deterministic weights, and presents the result as an explainable brief. The project focuses on turning source data into interpretable evidence rather than hiding decisions inside a black-box score.
Impact: The brief gives users a compact way to review AI infrastructure exposure, top company drivers, source-to-signal mappings, and score movement. It also creates a foundation for deeper signal engineering: better evidence quality scoring, AI-specific ontology refinement, and future backtesting against investment outcomes.
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Source Types Active
12
Signal Categories
Explainable
Scoring Logic
