Signal scores are generated by event-specific, rule-based methodologies — not by AI. AI is used only to interpret raw filings and extract structured data and summaries.
What AI Does
Reads each DART filing, classifies its event type, extracts key figures, and writes a plain-language summary. AI does not decide the score.
What The Score Measures
A fixed, event-specific formula applied to the extracted data — e.g. contract size relative to revenue, dilution rate, dividend yield change. Same inputs always produce the same score.
Contract events are evaluated by measuring business scale, revenue relevance, counterparty quality, and execution visibility.
Dividend events are evaluated by reviewing shareholder return strength, yield, payout consistency, and changes versus prior periods.
Share buyback events are evaluated by assessing capital return size, share supply reduction, execution method, and cancellation intent.
Capital raise events are evaluated by estimating dilution pressure, funding purpose, pricing terms, and impact on existing shareholders.
Earnings events are evaluated by comparing profitability, growth, margin direction, and one-off factors against market expectations.
Executive changes are evaluated by considering role importance, appointment or resignation context, and potential governance impact.
M&A events are evaluated by assessing deal size relative to company scale, strategic rationale, financing structure, and integration risk.
Legal and regulatory events are evaluated by estimating potential financial exposure, likelihood of adverse outcome, and business disruption.
Capital investment events are evaluated by measuring investment size relative to company scale, expected return, and funding source.
Treasury share disposal events are evaluated by assessing supply impact, disposal method, and stated purpose.
General corporate disclosures are evaluated using event-agnostic factors — materiality, financial relevance, and market impact.
Scores are risk-adjusted indicators derived from historical DART filings and are provided for informational purposes only — not investment advice.