Performance decays quietly. A creative fatigues, a channel's cost per acquisition drifts up, a billboard stops pulling scans, and a campaign keeps spending because nobody looked on Tuesday.
HeadshotMarketing's optimisation agent runs on a schedule. Overnight it reads the previous period's performance per channel, campaign, placement and location, compares it with the campaign's own history and produces a short ranked list of proposals: shift budget from this ad set to that one, pause this creative, move this offer to another location, widen this audience. Each proposal carries the numbers it was derived from, so the lead reviewing it in the morning is reading an argument, not an oracle.
The workspace admin sets the autonomy level per capability — suggest only, draft for approval, act within limits (for example a budget shift up to a set percentage) or act and report. Every run, proposal and decision is recorded in the AI usage ledger with its cost, so the loop can be audited and improved.
This is an illustrative scenario, not a customer story.
Ready to make this your story?
