Institutional investment intelligence for the entire S&P 500
Primary filings feed explainable models, evidence-based discussion, and credibility-weighted community input. Every company ships with a system baseline so research desks avoid cold starts and can audit every assumption.
Companies index
Preview a small cross-section below. Type a company or ticker to access the full S&P 500 coverage with filters.
Featured companies
System-selected preview · Updated frequently
Search results
Company dossier · Research view
Atlas Tech Holdings
Ticker: AAPL
Signals remain explainable and auditable. Use as one input alongside internal research.
How this is built
Progressive disclosure for diligence teams. Hidden until requested.
Structured discussion
Claims first, chatter last. All contributions require metrics, filings, or macro datapoints. Ranked by credibility, evidence, and relevance.
System bull case
System bear case
Community risk flags
Thesis breakers
Run a new primary-source analysis
Upload a 10-K or 10-Q PDF to regenerate the auditable three-statement model that feeds baseline views. Treated as a research workflow step, not a utility.
Provide the filing, review extracted tables inline if needed, and archive the resulting workbook for compliance.
outputs/ for traceability.Integrity & safeguards
Visibility into anti-manipulation controls and credibility scoring fosters trust across desks and compliance teams.
Rate limits
Claims capped at 3 per user per company per 24 hours. System surfaces warnings when activity spikes.
Coordinated posting detection
Temporal clustering, shared evidence, and IP proximity are monitored. Flags appear beside suspect threads.
Credibility scoring
Evidence quality, historical accuracy, and posting discipline drive ranked contributions. Likes are ignored.
Sentiment velocity warnings
Abnormal shifts in constructive/neutral/cautious mixes trigger alerts before decision meetings.