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AI Code Review Selling to the Director of Platform Engineering — 60-Min Training

👁 0 views📖 331 words⏱ 2 min read5/31/2026

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AI Code Review Selling to the Director of Platform Engineering is a 60-minute training for AEs running $30K–$400K ACV cycles against Greptile, CodeRabbit, Qodo, Bito, GitHub Copilot Reviews, GitLab Duo, Sourcery, Snyk Code, Codium, Tabnine. Qualify against Director of Platform Eng + AppSec + CFO, run discovery on FPR + comment quality + language coverage + CI integration.

Built on MEDDPICC.


Section 1 — Why AI Code Review Selling Is Different (5 min)

FPR drives developer trust. Above 20% FPR, devs disable. Comment quality matters more than count.

End with Mark Roberge's rule: *"Sell FPR + comment quality + dev adoption."*


Section 2 — The 60-Minute Discovery (15 min)

  1. Opening (3 min): "Current PR workflow + AI review tooling?"
  2. Language + framework mix (10 min): "Python, JS/TS, Go, Java, etc.?"
  3. FPR baseline (10 min): "<20% best-in-class."
  4. Integration depth (10 min): "GitHub, GitLab, Bitbucket, Azure DevOps?"
  5. Dev adoption target (8 min): "70%+ devs reading AI comments."
  6. Security focus (7 min): "Snyk Code or DeepCode for security-leaning?"
  7. Renewal posture (5 min): "Existing contracts?"
flowchart TD A[AE Discovery] --> B[Pre-Brief] B --> C{Platform Eng + AppSec + CFO?} C -->|No| D[Reschedule] C -->|Yes| E[Language + FPR 20 min] E --> F[Integration + Adoption 18 min] F --> G[Security + Renewal 12 min] G --> H[Trial 7 Days]

Section 3 — The Trial That Wins (15 min)

Customer's real PRs reviewed. FPR scorecard mid-trial. Dev adoption tracked.


Section 4 — Handling the Incumbent (10 min)

FPR wedge. Comment quality wedge. Language coverage wedge. CI/CD integration wedge.


Section 5 — Pricing Conversation (10 min)

Per-developer, multi-year discount, no procurement-only.

flowchart TD A[Joint Platform Eng + AppSec + CFO] --> B[Per-Dev Proposal] B --> C{Discount?} C -->|Yes| D[MSA] D --> E{Procurement Solo?} E -->|Yes| F[Refuse] E -->|No| G[Joint Neg] F --> G G --> H[Onboarding 7 Days] H --> I[FPR Tracking Month 1] I --> J[Quarterly Platform Eng Review]

Section 6 — Renewal Trap-Set Month 12 (5 min)

FPR <20% sustained. Dev adoption 70%+. Language coverage matched stack. Joint Platform Eng dashboard.


FAQ

Greptile or CodeRabbit? Greptile codebase context; CodeRabbit fast PR. Qodo? Test + review. GitHub Copilot Reviews? Bundled with Copilot. Snyk Code for security? Yes. FPR target? <20%; <10% best-in-class.

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