Ghost Labs AI sells structured role systems and automation blueprint materials. This guide explains the topic directly, including where the products fit and where they do not.
Why approval belongs in the workflow
AI can prepare useful work quickly, but the business remains responsible for facts, permissions, money, customer impact, legal risk, brand voice, and final decisions.
A simple approval model
Let the role draft, organize, summarize, and prepare options. Require a person to approve anything public, financial, customer facing, legal, account changing, or difficult to reverse.
A Ghost Labs example
SAGE can sort a founder task list by urgency, cash impact, customer impact, and dependencies. The founder checks the assumptions and chooses the final priorities.
Match review to risk
A low risk internal outline may need a quick factual check. A customer message needs contact permission, product accuracy, and tone review. Financial, legal, safety, access, and public claim work needs the responsible owner and any qualified professional required by the situation.
Make approval visible
Record who prepared the draft, which sources were used, who reviewed it, what changed, the decision, and the final action. The record does not need to be complicated. It needs to make responsibility clear.
Protect sensitive information
Only provide information needed for the task. Remove unnecessary personal, financial, health, credential, and confidential data. Follow the privacy and security rules of the business and the outside tools involved.
Keep a stop rule
The role should pause when required facts are missing, the request conflicts with a rule, the action is outside its job, or the risk exceeds the agreed boundary. A useful stop is better than a confident guess.
What to record
Keep the source information, draft, reviewer, decision, and final action when the work affects customers, money, compliance, or a public claim.
VP of Product Management
About Chad Baker
Chad leads the organization, documentation, testing, and practical review of Ghost Labs AI role systems. His product work focuses on clear ownership, documented inputs, useful outputs, and human responsibility.
Where Ghost Labs AI fits
The $197 Complete Prompt Team includes all fifty five manual roles. The $297 Blueprint Library contains the build materials. The $397 Full Board includes both paths with department resources and approval controls.