Public Markets Intelligence Engine
AI-powered SEC filing analysis, earnings call intelligence, and market signal detection for public market investors. Surface buried signals across thousands of filings before consensus catches up.
Critical Signals Are Hiding in Plain Sight
SEC Filings Contain Buried Signals
Material changes in accounting language, risk factor disclosures, and management commentary are often buried deep within hundreds of pages. Manual review misses subtle shifts that compound into material events.
Earnings Calls Generate Hours, Deliver Minutes of Insight
A typical earnings season produces thousands of hours of call content. Your team extracts actionable intelligence from a fraction. The rest -- tone shifts, hedging language, competitive signals -- goes unprocessed.
Analyst Coverage Cannot Match the Universe
Market signals spread across thousands of sources. Your research team can deeply cover dozens of names, but the alpha often sits in the connections between filings, calls, and data points that no single analyst can track.
How AI Public Markets Analysis Works
Monitor
Continuous ingestion of SEC filings, earnings transcripts, and regulatory disclosures across your entire coverage universe.
- — Real-time SEC EDGAR and global exchange monitoring
- — Earnings transcript ingestion within minutes of release
- — Regulatory disclosure tracking across jurisdictions
Extract
AI identifies material changes, sentiment shifts, and forward-looking signals that human review would miss or deprioritize.
- — Accounting language change detection
- — Management tone and sentiment analysis
- — Forward guidance parsing and revision tracking
Cross-Reference
The system connects dots across filings, calls, and market data to surface patterns invisible to siloed analysis.
- — Cross-filing pattern detection across companies
- — Supply chain and competitive signal mapping
- — Historical precedent matching for detected anomalies
Alert
Real-time notifications on material events with auto-generated analyst briefs ready for portfolio manager review.
- — Priority-ranked signal alerts via Slack, email, dashboard
- — Auto-generated analyst briefs with evidence citations
- — Configurable alert thresholds and escalation rules
How a Long/Short Fund Detected an Earnings Miss 6 Weeks Early
A long/short equity fund deployed the Public Markets Intelligence Engine across their coverage universe of 200+ names. The fund's research team was spending 70% of their time on manual filing review and earnings call analysis, leaving limited bandwidth for original research.
The system detected a subtle change in inventory accounting language across 3 consecutive 10-Q filings of a retail company. This pattern -- a shift from "lower of cost or market" to more hedged language combined with increasing days inventory outstanding -- was invisible in any single filing but clear when tracked sequentially.
The engine flagged a potential earnings miss 6 weeks before consensus revision. The fund established a short position that generated significant alpha when the company reported a miss and guided down. The system now processes the fund's entire coverage universe in real time, surfacing signals that would take weeks of manual analysis.
Results
Built for Institutional Security Requirements
Zero Data Retention
Your proprietary research and trading signals never train public models. All processing happens within your infrastructure.
Full IP Ownership
You own every model, every configuration, every output. No vendor lock-in. Full audit trails and access controls.
Enterprise-Grade Architecture
SOC 2 compliant, deployed within your cloud environment. Meets institutional compliance and regulatory requirements.
Frequently Asked Questions
What filing types does it analyze?
The engine processes all SEC filing types including 10-K, 10-Q, 8-K, DEF 14A, S-1, 13-F, and Schedule 13D/G filings. It also ingests earnings call transcripts, press releases, and regulatory disclosures from global exchanges. Custom filing types can be added during configuration.
How does it handle international filings?
The system supports filings from major global regulators including the SEC, Companies House (UK), ESMA (EU), and HKEX. Multi-language NLP models process filings in English, German, French, Japanese, and Mandarin with cross-jurisdiction comparison capabilities.
Can we customize the signal detection criteria?
Fully customizable. You define the signals that matter to your strategy: accounting language changes, management tone shifts, capex patterns, guidance revisions, insider transaction triggers, and more. The system learns from your team's feedback to improve signal relevance over time. We recommend starting with a Discovery Sprint to define your signal framework.
How does it compare to existing equity research platforms?
Unlike traditional platforms that provide static data feeds, the Intelligence Engine actively detects patterns and anomalies across filings, earnings calls, and market data simultaneously. It generates analyst-ready briefs rather than raw data, and learns your investment thesis to prioritize the signals that matter most to your strategy.
See the Intelligence Engine in Action
Book a Discovery Sprint to define your signal framework, configure your coverage universe, and see how AI-powered filing analysis can transform your research process.
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