Create a Promotion Gate: Which Shared Practices Deserve Investment?

Who it's for

Team leads, managers, architects, and practitioners deciding which calibrated team practices should remain useful shared assistance, which should be retired, and which are sufficiently valuable and bounded to justify managed-workflow design.

Goal

Help a team turn a noisy collection of AI ideas and successful local practices into a small, trusted set of workflow candidates with a named owner, a measurable intended outcome, known exposure, and an explicit decision to invest—or not.

Core argument

A calibrated Team Practice Card is not a mandate to automate. The team's job is not to collect the largest possible AI opportunity backlog; it is to identify the few practices whose value, repeatability, data readiness, failure cost, and ownership justify a higher level of design and operating responsibility.

Decision rule

Do not invest in Stage 3 design unless the team can name the workflow's user, trigger, intended outcome, owner, required context and permissions, human review, failure cost, and measure of improvement—and the AI-forward, skeptical/quality-minded, and manager perspectives have each signed the bounded promotion decision. A missing answer means keep the practice shared, narrow it, recalibrate, or stop it.

Practical takeaway

A Workflow Promotion Card displayed with the practice and calibration cards. Its fields—workflow, evidence, value signal, repeatability, data/systems/permissions, failure and human-review design, owner/capacity, explicit decision, and three dated signatures—give the team a visible, trusted gate between shared practice and managed-workflow investment.