Verify budget and stop rules

Business result

Reduce incorrect actions and the spend exposed to broken automation.

Next step

Recommend a rule change

Working output

Project brief

Unit of analysis

Ad set × decision timestamp × rule version × observed action

Decision owner

Growth Operations Lead

Current and proposed rule

• Proposed change: Replay boundary cases, correct one rule and verify deployed actions before wider rollout.
• Record current behavior, deployed version and manual exceptions.
• Evaluate the candidate using only information available at each decision time.
• Specify approval, post-change verification and restore conditions before implementation.

Acceptance checks

• Affected cases have timestamps, IDs, rule versions and action reasons.
• Post-change checks verify actual state and behavior, including exceptions.
• Decision owner, risk budget, guardrails, checkpoint and restore condition are specified.

Deliverables

• A proposed rule with a decision owner, guardrails and rollback
• Agreed scope, source requirements, responsibilities and acceptance checks.
• A working brief for a readiness and delivery conversation, not a completed investigation.