Campaign Reallocation Agent
Monitors campaign performance and recommends budget shifts with supporting attribution data, ready for approval.
A spend dashboard shows you the channel that is wasting money. This agent moves the budget out of it, once you approve.
What it does
Attribution reports stop at a chart that tells you the obvious a week too late. The Campaign Reallocation Agent works the same marketing-mix model on one context layer, then proposes the actual reallocation: take this much out of the channel that stopped converting, put it where pipeline is compounding, here is the attribution that justifies it. You approve the move and it writes the new budgets straight to the ad platforms, reversible if the next week disagrees.
- Compares spend against pipeline and bookings by channel
- Proposes a reallocation with the attribution to back it
- Pushes the change to your ad platforms once approved
Runs under Safe Autonomy. Every move is proposed, approved on your terms, committed, and reversible in one click.
How it works
Trigger to committed action. Every step is logged, and the final write is reversible.
- 1Trigger
The weekly spend review
On its weekly cadence the agent pulls the last period's spend, pipeline, and bookings for every channel and campaign from the context layer, already joined to closed-won revenue, not just clicks.
- 2Step 01
Find the misallocation
It runs the marketing-mix model to spot channels overspending against the pipeline they produce and underfunded channels where each dollar is still compounding.
- 3Step 02
Size the move
The agent proposes a concrete shift, the dollar amount out of each weak channel and into each strong one, sized to the marginal return rather than a flat percentage.
- 4Step 03
Attach the proof
Every proposed change ships with the attribution and efficiency data behind it, so the marketer approves a defensible move, not a black-box suggestion.
- 5Commit
New budgets live in the ad platforms
On approval the agent writes the updated budgets to Google, LinkedIn, and Meta Ads and logs the change to the audit ledger. One click rolls every platform back to the prior split.
In practice
A demand-gen lead sees a brand-search line eating budget while a high-intent ABM channel runs capped. The dashboard has said so for two weeks; nobody has had a free afternoon to rebuild the budgets by hand.
The agent proposed pulling spend off the saturated brand line into the capped ABM channel, with the pipeline-per-dollar gap shown for each. The lead approved it in the Slack card.
Budgets updated across both platforms that hour, and the next reporting period showed more pipeline from the same total spend.
Pattern proven at Agent.ai, where reallocating off wasted search cut Google spend roughly 10x without losing pipeline.
More Demand Gen & Marketing agents
Put the Campaign Reallocation Agent to work
It ships on the stack you already own and starts proposing moves the week it goes live. You approve the first few. It earns the longer leash from there.