Vetrn builds a persistent, queryable intelligence layer for every deal — at both the deal level and across your entire organisation. Nothing gets lost. Every interaction makes it richer.
Context amnesia is the silent failure mode of AI in investment workflows. Here’s what it looks like — and what Vetrn does instead.
Our memory layers operate at two scopes — every deal gets its own intelligence layer, and your organisation accumulates knowledge across all of them.
From the first deck upload to the final IC discussion, every piece of information about a deal is integrated into a single persistent intelligence layer. All of it queryable, all of it contextually connected, all of it retained across sessions and team members.
Vetrn builds institutional knowledge at the firm level — pattern recognition across deals, sectors, and founders that accumulates over time. The more you use it, the sharper the intelligence becomes across every new deal you evaluate.
Vetrn Memory is the persistent memory infrastructure that makes Vetrn’s intelligence layer possible. Unlike session-based AI tools that reset between conversations, Vetrn Memory maintains a structured, long-term knowledge graph at both the deal and organisation level. Every interaction — a question asked, a document uploaded, a claim flagged — is integrated and retained. This is what makes Vetrn feel less like a tool you use and more like a team member who was in every meeting.
Every meaningful event in the life of a deal is captured in the memory layer. Here’s what that looks like from first contact to IC.
The deck is parsed, signals extracted, and thesis fit scored with explicit reasoning. This initial analysis becomes the foundation of the deal’s memory layer — all subsequent intelligence is layered on top of it.
Both research engines run and deliver their outputs. All findings — verified, unverified, and flagged — are integrated into the deal memory. The intelligence layer now has a complete, structured picture of the company and its sector.
Financials, cap table, legal docs, and contracts are added. Every document is parsed and its signals integrated into the memory layer — immediately queryable through the deal chat.
The call transcript, structured summary, flagged inconsistencies, and open research checklist are all added to the memory layer. Every claim made in the call is cross-referenced with what’s already in memory — contradictions are flagged immediately.
The Meeting Copilot draws on the full memory layer — the first call transcript, the research outputs, the unverified claims — to generate targeted follow-up questions for the second meeting. Nothing falls through the cracks.
The investment memo draws on everything in the deal’s memory — all research, all call transcripts, all data room analysis, all analyst notes. A complete, citation-backed IC document exported in minutes.
Every deal has a dedicated AI chat interface that draws on the complete memory layer. It knows everything — and it never forgets.
Over time, Vetrn becomes a repository of your fund’s institutional knowledge — patterns, signals, and sector intelligence that improve every decision you make.
As your deal history grows, Vetrn surfaces patterns across deals — signals that tend to correlate with strong outcomes vs. weak ones in your specific portfolio context.
When an analyst leaves, their knowledge of every deal they touched stays in the system. New team members get up to speed in minutes, not months.
Every Vetra run adds to your fund’s understanding of the sectors you focus on. Intelligence compounds — so your third analysis of a fintech deal is sharper than your first.
Ask how a new deal compares to portfolio companies on any dimension — unit economics, market position, team profile, growth trajectory.
Your investment criteria evolves. Vetrn tracks how your thesis changes over time — and can tell you how deals evaluated six months ago would score against your current mandate.
Organisation-level memory means every analyst — junior or senior — works with the same knowledge base. Research quality stops being a function of individual seniority.
Book a demo and we’ll walk through a live deal — showing exactly how the Vetrn Memory layer connects every piece of intelligence from first look to IC.