Certification with AI roleplay scoring (L4)
Reps certify on discovery, pricing, and competitive objections against an AI buyer that scores against your rubric. Orchestrated means it is scheduled, owned, scored, and tied to a gate before reps touch live accounts.
The steps
- 01
Build the buyer persona from real calls
Tool: Gong
Pull actual objections and phrasing from recorded calls. A generic persona teaches reps to beat a robot, not a buyer. Owner: enablement plus product marketing. DoD: each scenario cites the calls it was built from.
- 02
Publish the rubric before the first attempt
Tool: Manual
Score on specific behaviors: quantified pain, access to the economic buyer, next step with a date. Reps must be able to read the rubric before they are graded by it. Owner: enablement. Pitfall: an opaque AI score. Reps stop trusting it after the first disputed result. DoD: the rubric is published and a human can reproduce any score by hand.
- 03
Gate live account access on certification
Tool: Salesforce
No live pipeline until the rep passes. Record the pass on the user record so managers can see it. Owner: sales leadership. DoD: certification status is visible in CRM and enforced at least once.
- 04
Recheck against live call scores quarterly
Tool: Gong
If certified reps do not outperform uncertified ones on live calls, the rubric is wrong. Fix it or drop the gate. Owner: enablement plus RevOps. DoD: a quarterly correlation check with a written conclusion.
Tools in this playbook
- Gong
- Manual
- Salesforce
Next playbooks
Unfamiliar terms are defined in the AI and Revenue Dictionary. Related frameworks live in the framework library.