Real-time research monitoring for sentiment deterioration, risk-language spikes, narrative shifts, source conflict, price-NLP divergence, and portfolio exposure.
Filter by severity, type, sector, ticker, status, portfolio relevance, confidence, and time window.
Negative sentiment for TSLA deteriorated by 2.1 standard deviations versus its 90-day baseline. The move was driven by increased discussion of margin pressure, pricing actions, and regulatory scrutiny.
Driver: Margin pressure, pricing actions, and regulatory scrutiny. Threshold: Below -1.8σ vs 90D baseline. Workflow: Open company page, compare price-NLP divergence, review high-contribution analyst and regulatory sources.
Regulatory-source weight increased materially, with quality-control and delivery-delay language broadening across news, agency, and analyst channels.
Driver: Quality controls, delivery delays, and regulatory oversight. Threshold: Risk language > 80 and abnormal volume > 80. Workflow: Review event timeline and isolate regulatory-document contribution before sector read-through.
Source-backed sentiment improved despite weak five-day price action, creating a high divergence signal ahead of earnings.
Driver: Positive AI infrastructure demand language while 5D price action weakened. Threshold: Divergence score > 75. Workflow: Compare supplier read-throughs and inspect event markers around data center supply commentary.
Managed-care risk language accelerated as policy scrutiny and utilization pressure appeared across high-reliability sources.
Driver: Utilization pressure, policy scrutiny, and reimbursement risk. Threshold: Risk score > 75. Workflow: Review source dispersion and compare with sector average risk breadth.
GLP-1 topic momentum reached the 97th percentile with broad source support from transcripts, news, and company updates.
Driver: GLP-1 capacity and demand durability. Threshold: Topic momentum > 90. Workflow: Open theme monitor and inspect health-care read-throughs.
Portfolio-relevant risk language increased in a high-weight financial holding, driven by credit normalization and office CRE references.
Driver: Credit normalization and commercial real estate exposure. Threshold: Risk score > 65 and holding weight > 4%. Workflow: Review portfolio contribution to active risk versus SPY and inspect peer banks.
Guidance tone deteriorated as channel and promotional language weakened across analyst and alternative-data sources.
Driver: North America demand weakness and promotional pressure. Threshold: Sentiment z-score < -1.8. Workflow: Open consumer discretionary sector detail and compare discretionary demand breadth.
The GOOGL narrative shifted from cloud execution toward regulatory remedy debate while positive AI backlog language remained intact.
Driver: Search resilience offset by antitrust remedy language. Threshold: Narrative shift > 75. Workflow: Inspect evidence drawer for regulatory-document contribution and peer compare mega-cap platforms.
Real estate risk language increased as financing cost and refinancing references broadened across high-relevance sources.
Driver: Rate sensitivity and commercial real estate refinancing. Threshold: Risk score > 70. Workflow: Review sector heatmap and compare bank CRE alerts.
AI agent adoption emerged as the most positive source-backed topic for CRM, with evidence quality strongest in transcript and broker research.
Driver: AI agent adoption and margin discipline. Threshold: Topic momentum > 80. Workflow: Compare with MSFT and broader enterprise software signals.