Insights
Notes from the ops room
Practical writing on lead lifecycle, data trust, and AI in revenue operations. Everything here comes from systems I’ve actually run — no thought leadership about tools I’ve never logged into.
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Six cornerstone reads before the full archive below.
Articles
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Is your CRM data lying to you? A 10-point self-check
CRM data lies quietly. It doesn’t throw errors; it just nudges every report a few degrees off true until decisions get made on numbers nobody would defend if they looked closely. Here are ten checks. Score a point for each one that’s clean. Under seven, your reporting is telling you a story, not the
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HubSpot reporting dashboards that actually get used
A dashboard gets used when it answers a question someone has to answer anyway. Most don’t. They’re built to show activity, admired once, and never opened again. If you want HubSpot reporting people actually rely on, build backwards from the decisions your team makes, not forwards from the fields you
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What is lead-to-account matching?
Lead-to-account matching is the process of connecting a new lead to the correct existing account record in your CRM — so a fresh enquiry from someone at a company you already work with lands on that account, not as an orphaned, duplicate record. It sounds trivial. At scale, it’s where a lot of routi
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Signs your marketing and sales teams aren’t aligned
Alignment isn’t whether the two teams are polite in meetings. It’s whether they share definitions, targets, and a single view of what happens to a lead. Here are the signs they don’t — and misalignment always shows up as leaked pipeline before it shows up as an argument.
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Clay, Waterfall Enrichment and the Rise of the GTM Engineer
GTM engineering and waterfall enrichment can move richer data through the funnel faster — but neither fixes a broken sales handoff.
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The 48-Hour Handoff Leak: Why ‘Qualified’ Costs You 42 Hours
Historical response studies found long B2B lead delays, and newer data still shows multi-hour gaps. Here is how to test whether your handoff — not your reps — is responsible.
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What is pipeline coverage ratio?
Pipeline coverage ratio is the total value of open pipeline for a period divided by the revenue target for that same period. If you need £1m and you’re carrying £3m of open opportunities, your coverage is 3x. It’s a quick read on whether you have enough in play to hit the number.
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Seven signs your handoff is leaking pipeline
If your pipeline leaks in the handoff, it rarely announces itself. It shows up as a set of small, tolerated symptoms that everyone has learned to work around. Here are seven. If more than two feel familiar, you have a handoff problem, not a demand problem.
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What is pipeline leakage?
Pipeline leakage is demand you already paid for that quietly falls out of the funnel — not because the buyer said no, but because a process failed. A lead that never got routed, a deal stuck between two systems, a follow-up that never happened. The intent was there; the machinery lost it.
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