Field notes
Arguments from the series, in shorter form. Each note traces one operational failure back to the structural decision that produced it.
Write the stop rule before the pilot starts
A market-entry pilot with no decision rule written before exposure cannot end. It gets extended until it is the default motion, without anyone choosing that.
Your pricing is a list, not a logic
A price list says what things cost today. It cannot say what to charge the deal in front of you, which is why realised price drifts and nobody owns the drift.
You just inherited RevOps. Start with a charter.
Being told to "own revenue operations" is not a mandate. Until authority is written down, every decision you make is reversible by whoever objects loudest.
Four clocks: bookings, billings, revenue, and cash
Commercial commitment, invoicing, recognition, and collection answer different questions. Reconcile the clocks without treating them as one metric.
Read NRR with GRR
NRR can combine base retention with concentrated expansion. Pair it with GRR and a cohort bridge, then investigate the causes separately.
The MQL debate needs an acceptance record
A recorded acceptance decision makes lead-quality disputes inspectable. It is a signal, not a complete diagnosis of demand performance.
When pipeline stages describe sellers, not buyers
Seller-activity stages can weaken conversion and forecast analysis. Define buyer evidence, then calibrate it against realized outcomes.
Why four teams report four different revenue numbers
A reconciliation problem may be definitional, technical, or both. Test the metric contract before buying another data platform.