Use when exploring a market, sector, theme, or macro regime top-down with source-cited research — e.g. "analyze the AI semis market", "what's happening in European defense stocks", "explore the lithium thesis", "give me a view on US small caps", "is the…
Use when assessing voluntary carbon market (VCM) credits — either as the asset being financed (carbon project developers, nature-based solutions funds, ARR/REDD+/ALM/blue-carbon/DAC projects) or as a claim inside a portfolio company's net-zero narrative.…
Use when reading one or more annual impact reports from underlying funds (Bridges, Generation, KKR Global Impact, TPG Rise, Acumen, Root Capital, Trill, Sustainable Land Bond, and similar) and the goal is to extract a comparable structured row per fund for an…
Use when evaluating a private fund (VC, PE, real assets, infrastructure, natural capital, impact) for an LP commitment, secondary purchase, or co-invest decision. Applies the five FoF analytical lenses — GP quality, track record, strategy fit, terms…
Use when raw cash flow data (capital calls and distributions over time) for a GP's prior fund(s) is available and the LP needs to compute and interpret DPI, TVPI, RVPI, net IRR, MOIC, PME (Kaplan-Schoar and Direct Alpha), J-curve shape, loss ratio, return…
Use when evaluating a fund manager, direct deal, or portfolio company against impact criteria — especially for impact-aligned, regenerative, or natural-capital transactions in VC, PE, real assets, or fund-of-funds contexts. Applies the Impact Management…
Use when an LP is reviewing a draft Limited Partnership Agreement (LPA) and needs concrete, redline-style suggestions for LP-favorable rewrites — clause by clause, with negotiation rationale, market-standard fallbacks, and ILPA / market precedent. Produces a…
Use whenever the conversation touches regenerative agriculture, agroecology, permaculture, holistic management, syntropic agriculture, silvopasture, agroforestry, biodynamic, conservation agriculture, climate-smart agriculture, or related land-use /…