LP intelligence
LP Intelligence instantly delivers qualified LP recommendations, backed by real investment signals, mandate fit scoring, and actionable insights. No more guesswork. Just real conversations that move your raise forward.
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Used by top-tier GPs
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A database give you a list of investors.
LP Intelligence gives you conviction.
Smart recommendations
Identify LPs who haven’t backed your fund yet — but should. Our engine highlights high-potential prospects based on:
Mutual connections (e.g. shared investments with your current LPs)
Sector, geography, and fund strategy alignment
Historical investment behavior
Insights that reduces the
guess work
LP Intelligence shows why an LP is a match — with the context you need to move fast
Investment rationale tailored to your strategy
Alignment score based on sector, geography, check size
Transparent sources for every insight
Outreach angles that resonate

Relationship intelligence that unlocks warm introductions
Turn your network into a fundraising engine
LP Intelligence maps who can introduce you — instantly
Shared connections & intros paths
Portfolio founder overlapsPartners who took your calls previously
AI-powered LP discovery that evolves with your fundraise
As your thesis changes, so does your pipeline.
Iterate fast. Test multiple narratives. Re-generate in minutes.
Describe your strategy → generate LPs
Try a different sector emphasis
Add or remove geographies or stages
Always up-to-date intelligence


Personalize outreach
Vessel’s AI-powered email engine crafts personalized outreach based on shared connections, fund alignment, and past engagement — so every message feels relevant, not random

{"As a global organization, it’s impossible to track every expense line by line. Ramp provides the guardrails and automation to maintain the oversight I need."}
{Michael Litwin}
{VP Controller, Virgin Voyages}
From data to conviction — instantly
Start discovering investors who actually fit your fund,
with transparent reasoning and powerful context

