GP Gameplanned Drills

CS AI Enablement Readiness Score

Find the next enablement move for your CS team.

Score the team across workflow selection, evidence, review gates, artifacts, metrics, and automation discipline. The result stays in the browser and points to the next practical drill, workflow, or review gate.

What the score controls

  • Time from signal to reviewed artifact.
  • Percent of artifacts with named evidence.
  • Manager quality score for actionability.
  • Follow-through rate on owner actions.
01How does the team choose AI-assisted CS workflows today?
02How consistently are source facts attached to AI-assisted work?
03How clear are human review gates?
04How reusable are the team’s AI-assisted artifacts?
05How does the team measure whether AI improves CS work?
06How does the team decide what not to automate?

Governance Toolkit

Use AI around judgment, not instead of it.

Human review matrix

  • Customer-facing language: CSM or support owner approves.
  • Commercial positioning: sales or CS leader approves.
  • Forecast or health status: manager approves.
  • Product feedback: product-facing owner validates evidence.

Prompt quality rubric

  • Specific trigger and audience are named.
  • Inputs distinguish facts from assumptions.
  • Output shape is clear enough to review.
  • Constraints prevent invented facts and alarmist language.

What not to automate

  • Sending customer-facing messages without human approval.
  • Changing health scores, forecasts, or commercial terms automatically.
  • Summarizing sensitive HR, legal, or security material in broad channels.
  • Creating pipeline or escalation records from weak evidence alone.