24 articles
SalesA structured decision framework for choosing between buying SaaS tools, building custom automation, or using no-code platforms for each layer of your GTM engineering stack—with cost models and switching cost analysis.
OperationsHow to build deduplication logic and data orchestration pipelines that keep your CRM, warehouse, and execution tools in sync and free of duplicate records.
OperationsThe practical no-code toolchain that lets a two-person RevOps team automate signal routing, enrichment, and sequence enrollment without writing production code.
SalesA concrete look at the day-to-day work of a GTM engineer—the automations, pipelines, scoring systems, and integrations that translate go-to-market strategy into operational infrastructure.
RevOpsHow to design CRM automation rules that prevent dirty data from accumulating — covering deduplication, field validation, record enrichment, and audit triggers that maintain pipeline integrity at scale.
RevOpsHow to design a deal desk function that accelerates non-standard deal closings — covering approval workflows, discount governance, custom contract terms, and the operational cadence that prevents revenue leakage.
RevOpsHow to design a go-to-market data model that eliminates conflicting metrics across sales, marketing, and customer success — covering object hierarchy, field governance, metric definitions, and the reporting layer that makes the data trustworthy.
RevOpsA practical framework for aligning sales and marketing on shared lead lifecycle stage definitions — reducing pipeline disputes, improving forecast accuracy, and accelerating time-to-revenue.
RevOpsHow to design lead routing rules that distribute inbound leads to the right rep in minutes — covering routing logic, territory assignment, round-robin mechanics, and the escalation protocols that prevent leads from falling through the cracks.
RevOpsA diagnostic framework for mapping the full quote-to-cash process, identifying where revenue leaks, and applying targeted fixes that reduce time-to-revenue without increasing risk.
RevOpsHow to design a renewal forecasting process that produces accurate ARR retention predictions — covering the renewal pipeline model, health score inputs, at-risk identification, and the operating cadence that keeps CS and finance aligned.
RevOpsA decision framework for choosing between an integrated RevOps platform and a best-of-breed tool stack — covering total cost, integration complexity, data quality trade-offs, and the ARR thresholds where each approach makes sense.
RevOpsHow to build a sales capacity model that calculates exactly how many reps are needed to hit the revenue target — covering quota setting, ramp assumptions, attrition adjustments, and the planning cadence that keeps the model current.
RevOpsHow to design a weekly forecast call cadence that produces reliable revenue predictions — covering the pre-call data preparation, the meeting structure, the manager coaching moments, and the post-call actions that drive accountability.
Founder/OpsLearn how to design a SaaS sales compensation clawback policy that protects revenue integrity without destroying rep trust. Includes clawback triggers, windows, formulas, and the governance that makes them enforceable.
Founder/OpsLearn how to design deal stage exit criteria that enforce qualification rigor, improve forecast accuracy, and ensure MEDDIC or Command of Message is applied consistently across your sales team.
Founder/OpsLearn how to measure SaaS sales forecast accuracy using MAPE (Mean Absolute Percentage Error), identify root causes of forecast variance, and implement the operational disciplines that systematically improve your forecast.
Founder/OpsLearn how to calculate the right pipeline coverage ratio for your SaaS sales motion. Includes the coverage formula, adjustments for sales cycle length and stage weighting, and how to use coverage for forecast accuracy.
Founder/OpsLearn how to read and interpret SaaS quota attainment distributions, identify structural problems in your sales organization, and benchmark your attainment curve against industry standards.
Founder/OpsA comprehensive guide to designing compensation structures for renewal business vs. new business in SaaS. Covers CSM vs. AE ownership models, commission rates, quota allocation, and the most common structural mistakes.
Founder/OpsA data-driven framework for structuring your Revenue Operations team from $0 to $20M ARR. Includes headcount benchmarks, reporting lines, tool ownership, and the most common RevOps hiring mistakes.
Founder/OpsA practical framework for structuring a SaaS sales enablement content library that reps actually use. Covers content taxonomy, tagging systems, ownership models, and the governance that prevents content rot.
Founder/OpsA practical framework for evaluating SaaS sales technology investments. Learn how to calculate ROI for CRM, sales engagement, revenue intelligence, and enablement tools, and when to skip the tool entirely.
Founder/OpsLearn how to design SaaS sales territories that balance market opportunity, rep capacity, and perceived fairness. Includes territory modeling frameworks, common mistakes, and how fairness constraints prevent attrition.