and sector models into a vault that is referenced in every analysis. Kimpton AI also offers deep research cited to SEC filings, earnings transcripts, estimates, and market data, along with configurable dashboards, charting and backtesting tools, and scheduled skills for recurring workflows. Reporting features produce performance attribution, investor letters, and sector or thesis deep dives aligned to the portfolio. The system runs as a web-based terminal where AI agents perform research and surface proposals while the portfolio manager retains all trade decisions.