- What is GTM engineering?
- GTM engineering is go-to-market treated as an engineered, instrumented system rather than a set of departments and campaigns. It covers ICP and territory design, funnel math with stage-exit criteria, attribution that reconciles to the P&L, pricing governance, and a win/loss loop that makes the system self-correcting.
- How is this different from a RevOps agency?
- A RevOps agency usually administers the tools you own: workflows, fields, reports, and integrations. Revenue Engineering designs the system those tools express, starting from ICP, stage definitions, and the reconciliation to finance. The work ends in transfer, with your operators certified to run it, rather than a retainer.
- Why does our forecast keep missing?
- Usually because it is a negotiation rather than a model. When stages have no explicit exit criteria, a commit number reflects how confident people feel instead of what is evidenced. The fix is stage-exit definitions and measured forecast error, so a miss can be distinguished from normal variance.
- How do you reconcile pipeline to the P&L?
- By building the bridge from CRM pipeline to bookings to recognised revenue, with definitions agreed before measurement. Each step is tied to the general ledger so finance and revenue read one number. It is the artifact that ends the argument about whose figure is right.
- Do you replace our CRM?
- No. The work makes the CRM you already own carry honest data: stage definitions, exit criteria, structured loss reasons, and a reconciliation to finance. Most revenue instrumentation problems at this company size are design problems rather than tooling problems, and a migration postpones the design work.
- When does the engagement end?
- At transfer, which is designed in from the start. Playbooks are documented, your operators are certified on the review gates, and model review is handed to named owners on your team. You keep the architecture, the definitions, the data, and the documentation.