The most valuable rows in your CRM are the ones with the worst data. Board members and C-suite executives don't fill in web forms. They don't accept LinkedIn requests from junior reps. They rarely appear on the meeting invites your CRM syncs, because their EAs are the ones on the invite. Your senior partner knows them well; your CRM knows them barely at all.
Closing that gap is worth doing carefully — and, importantly, in the right order. Most firms start with a data provider and end up with a bigger contact list they still don't know. Here's a chain of steps that actually works, drawn from watching about a dozen firms roll this out.
1. Start with the mailbox, not the enrichment vendor
Third-party contact databases are useful for prospecting. They are the wrong starting point for executive relationships. The signal you actually need — who at our firm knows this person well enough to open a door — only exists in your own communications. Connect Microsoft 365 or Google Workspace before you spend a dollar on external data.
2. Resolve identities properly
Executives change email addresses. They move firms. They use assistants who reply on their behalf. A working enrichment layer has to match on multiple keys — email, display name, employer domain, calendar attendance — and it has to follow the person when they change jobs. Otherwise every board move silently blows up the record and you end up with two ghosts and no relationship.
3. Score each relationship, not just its existence
Knowing the CFO's email is worthless. Knowing that your managing partner exchanged substantive messages with that CFO four times last quarter is the whole point. Score strength using volume, recency, response ratio and seniority-to-seniority pairing, and make sure the score decays. A relationship that was strong two years ago and hasn't moved since is not a strong relationship — it's a piece of history.
4. Layer in structured facts sparingly
Once the relationships are scored, targeted enrichment starts paying off. A firmographic provider can tell you the CFO's tenure, past employers and board seats. That context makes the relationship data actionable. Layered in first, before the strength signal, it just gives you a larger contact list you still can't act on.
5. Surface it where partners already work
This is the step most projects skip and most projects die on. Enrichment that lives in a data warehouse doesn't change behaviour. The scored relationship needs to appear on the account page, the opportunity, the pre-meeting briefing and the weekly pipeline review. If the CFO's score dropped 15 points this month, the partner running the account should see it before the next steering committee — not read about it in the churn post-mortem.
A minimum viable rollout
- Connect the mailbox and calendar of the ten most senior client-facing people.
- Let the system build the graph for four weeks before anyone reviews it.
- Sit with each partner and walk their top twenty relationships. That's your training set, and — separately — the conversation that gets them on board.
- Turn on health scores at the account level. Review them monthly.
- Add firmographic and job-change enrichment only after the graph is trusted.
Done in this order, executive relationship data stops being a fantasy in a slide deck and starts being a habit in the pipeline review. That is the whole difference.