| Media planning and forecasting | Translate the campaign objective, eligible audience, geography, format and loss ceiling into an approved media plan. | Retain the assumptions, owner, budget boundary and condition that would change the plan. |
| Creative production and approval | Create the required asset versions, review claims and connect each approved creative to its destination. | Retain asset identifiers, approval status, dimensions, message version and rejection reason. |
| Traffic buying and campaign control | Configure format, targeting, bid, budget, schedule and conversion intent without losing the approved brief. | Retain campaign settings, change history, delivery totals and the latest stable configuration. |
| Audience and source control | Limit the first cohort to interpretable audience, device, geography and available source boundaries. | Retain eligibility rules, exclusions, source evidence and the smallest cell that can be paused. |
| Ad serving and delivery | Confirm that the correct creative, click route and destination version were served under the intended conditions. | Retain impression or click identifiers, timestamps, redirect evidence and delivery exceptions. |
| Traffic quality and verification | Detect invalid, unsafe, duplicated or unexplained activity before it is treated as customer value. | Retain filtering states, review outcomes, source context and the action taken on a flagged cohort. |
| Conversion measurement | Connect submitted events to the campaign and distinguish observed, qualified, accepted and reversed outcomes. | Retain event definitions, attribution rules, maturity windows and reconciliation differences. |
| Business reconciliation | Combine media cost with applicable creative, software, validation and operating work, then compare it with accepted value. | Retain the complete cost, accepted outcome count, value definition, owner and next budget decision. |