Relationship intelligence is a team's shared record of who it knows and how well, with every meeting, score, and note attached to each person and company, used to decide who to contact, who to meet next, and who to introduce or bring together.
What relationship intelligence records
A partner at a fund wants to reach the founder of a company that just appeared on the fund's market map. Someone on the team met her two years ago at a conference. A portfolio CEO used to work with her. An associate scored her previous company in 2023. Relationship intelligence is the record that puts those three facts in front of the partner in one view, instead of in three inboxes.
For each person and company it keeps:
- Interactions: meetings, calls, introductions, and events, with dates.
- Notes and scores: what the team thought each time, and how that changed.
- Connections: who on the team, in the portfolio, or among co-investors knows this person, and how well.
- Context: current role, company, and recent changes, kept fresh by data enrichment.
The connections part draws on social network analysis, which studies people as nodes and relationships as ties. Two ideas from that field matter here. Tie strength: a former colleague is a stronger path than someone met once at a conference. Strong is not always better, though. In a 2022 Science study of more than 20 million LinkedIn members, Rajkumar and colleagues found that moderately weak ties led to the most job moves, so the useful map includes acquaintances, not only close contacts. Brokerage: the person who connects two otherwise separate groups is often the best source of introductions.
Why relationship intelligence matters for investors
Venture deals travel through people. In the survey of 885 VCs by Gompers, Gornall, Kaplan and Strebulaev (2020), about 31% of closed deals came through professional networks, 20% were referred by other investors, and 8% came from portfolio companies. That is close to 60% of deals arriving through a relationship of some kind.
Those relationships usually live in individual partners' heads and inboxes. When a partner leaves, or two partners unknowingly chase the same founder, the cost shows up. A shared record lets a fund find the warmest path to a company, avoid duplicate outreach, and keep history through staff changes. It supports both deal sourcing and portfolio talent, since the same executive might be a founder next year or a candidate for a portfolio role.
Relationship intelligence vs a CRM
A customer relationship management (CRM) system tracks accounts and deals through stages. CRM can be run as a strategy built around customer data, but in most funds it is the pipeline tool. Relationship intelligence overlaps with it but answers a different question.
| CRM | Relationship intelligence | |
|---|---|---|
| Main question | Where is this deal in the pipeline? | Who do we know, and how well? |
| Unit | Account or opportunity | Person and the ties between people |
| How data gets in | Mostly typed in by the team | Captured from activity, plus notes and scores |
| Typical output | Pipeline report | Warmest path to a person, who to meet next |
| Lifespan of a record | Ends when the deal closes or dies | Lasts as long as the relationship |
Many funds run both: a CRM for active deals and relationship intelligence for the much larger set of people they may deal with later.
How investors decide who to meet next
A useful weekly list combines three things for each person:
- Fit: how well the person or company matches the fund's bar, from founder scoring or a thesis score.
- Timing: whether a recent signal, such as a job change or a new hire, suggests now is the moment.
- Path: how warm the best available introduction is, and when the team last spoke to them.
When no warm path exists, cold outreach scoring helps decide which strangers are worth a first message. Rank by fit first, then move people up when timing is good, and assign each to the team member with the warmest path. A strong-fit founder nobody has spoken to in 18 months goes near the top.
Worked example: planning a founder dinner
Fernhill Capital, a fictional fund, is hosting a 12-seat dinner in Berlin. Its record holds 64 founders and operators based in the city.
- It keeps the 30 with the highest fit scores.
- It removes 6 who attended a Fernhill event in the past six months.
- Of the 24 left, 9 have had a recent signal: a new raise, a new role, or a first senior hire.
- The team invites those 9 plus 3 portfolio founders chosen because they know at least two of the 9.
After the dinner, each Fernhill attendee logs who spoke with whom and one note per guest. Two months later, one guest starts a new company, and the record shows which portfolio founder she sat beside. That is the warm path for the first meeting, the same move VC deal sourcing depends on.
Common relationship intelligence mistakes
- Counting contacts, not relationships. Five thousand names with no notes or tie strength is an address book.
- No notes after meetings. If the team does not record what it learned, the system only knows that a meeting happened.
- Storing what people would not expect. Keep only what is needed, follow applicable privacy law, and be ready to tell someone what is held about them. This page is not legal advice.
- Letting it go stale. Roles change. A record that says someone is still at their 2022 employer leads to bad introductions.
How ScoringFactory approaches relationship intelligence
ScoringFactory keeps every meeting, score, and note with the person, so a team can plan who to meet next and who to put in the room at a dinner or event. Scores reflect the team's own bar, learned from its past decisions, and each one cites the record behind it. The team decides who to call. See the use cases.
Frequently asked questions
What is relationship intelligence?
It is a shared record of who a team knows, how well, and what happened each time they met, kept per person and per company. Teams use it to find the warmest introduction to someone, avoid duplicate outreach, keep history when staff leave, and decide who to meet next. It is common at venture and private equity funds.
How do VCs track their networks?
Many start with a spreadsheet or a CRM and add tools that capture meetings and emails automatically. The useful part is not the contact list but the notes, scores, and connections attached to each person, so any partner can see who knows a founder and what the fund thought of them last time.
How do investors decide who to meet next?
They combine fit, timing, and path. Fit is how well the person matches the fund's bar. Timing comes from recent signals like a job change or a new hire. Path is the warmest available introduction. A strong-fit founder with a fresh signal and a warm path goes to the top of the week's list.
Is relationship intelligence the same as a CRM?
No. A CRM tracks deals and accounts through pipeline stages and is mostly filled in by hand. Relationship intelligence tracks people and the ties between them, often captured from activity, and lasts beyond any one deal. Many funds use both. A related practice is market mapping, which lists companies rather than people.
Sources
- How Do Venture Capitalists Make Decisions? (Journal of Financial Economics, 2020), Journal of Financial Economics (Elsevier)
- Rajkumar, Saint-Jacques, Bojinov, Brynjolfsson and Aral (2022), A causal test of the strength of weak ties, Science