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.
Start here
New here? Start with these
Six cornerstone reads before the full archive below.
Articles
-
How to design a lead lifecycle sales won’t fight you on
A lead lifecycle only works if the people at the sharp end trust it. Most don’t fail on the diagram; they fail because sales was never in the room, so reps treat the stages as marketing’s fiction and quietly run their own. Here’s how to design one they’ll actually respect, step by step, with the…
-
Most “RevOps audits” are just CRM cleanups
Here’s an uncomfortable claim: most of what gets sold as a “RevOps audit” is a CRM cleanup with a better invoice. Someone deduplicates your records, tidies your fields, maybe rebuilds a few reports, and calls it a diagnosis. It’s useful housekeeping. It is not an audit, and confusing the two costs y
-
Why your pipeline leaks in the handoff, not the CRM
Most B2B SaaS pipeline problems aren’t CRM problems. They’re handoff problems — and they hide in three specific places. Here’s how to find yours.
-
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
-
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
-
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
-
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.
-
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.
-
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.
Prefer it applied to your pipeline?
Reading about leaks is cheaper. Finding yours is worth more.
A free 30-minute health check turns the theory into a shortlist of where I’d look first in your instance.