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Product Use Cases

01Portfolio Monitoring & Holdings Analysis
Continuously track 30+ core positions and 120+ watchlist names with automated insights.
- Extract key metrics from earnings calls: revenue growth, margins, guidance changes
- Monitor management sentiment shifts and competitive positioning updates
- Automate quarterly model refreshes with verified data from filings and transcripts
- Track institutional ownership changes and activist investor positions across holdings

02Idea Generation & Thesis Development
Transform themes into investable opportunities with comprehensive research automation.
- Map market landscapes from initial thesis to shortlist of alpha opportunities
- Validate investment hypotheses through expert insights and comprehensive analysis
- Build conviction with synthesized research from trusted financial sources
- Accelerate investment committee memo preparation with cited, traceable insights

03Risk Management & ESG Screening
Proactively identify risks and ESG factors before they impact portfolio performance.
- Monitor regulatory developments and litigation risks across concentrated positions
- Conduct ESG due diligence with automated screening and red flag detection
- Track supply chain disruptions and competitive threats to core holdings
- Set automated alerts for earnings surprises and analyst rating changes

04Performance Attribution & Client Reporting
Generate institutional-grade analysis with full transparency for stakeholder communication.
- Create performance attribution reports with supporting fundamental research
- Build client-ready materials with synthesized insights from premium sources
- Automate monthly commentary with portfolio-specific market developments
- Ensure fiduciary compliance through auditable research trails and source verification


01Generative Search With Source Citations
Query complex, fundamental investment topics and receive synthesized insights from earnings calls, expert interviews, and research reports — all cited and traceable.

02Research-Grade Content & Security
Access only institutional-quality sources your compliance team approves. No training on customer data, and SOC 2 certified, with over 500 million premium documents.

03AI Agents for Workflow Automation
Streamline comprehensive due diligence with AI agents from market mapping to competitive analysis while portfolio managers focus on alpha generation and client strategy.

Transform research workflows across every asset management strategy
Hedge Funds
Real-time signal detection for concentrated long/short strategies
Mutual Funds
Scalable research for diversified portfolio construction
ETF Management
Systematic monitoring for index and active ETF strategies
Pension Funds
Institutional research for long-term asset allocation
Family Offices
High-conviction research for concentrated wealth strategies