Every campaign action — from a $40 bid nudge to a full budget reallocation — walks the same seven governed stages. This is the whole loop, in media-buyer terms, exactly as the simulator and the live desks run it.
Real-time monitoring across Meta, Google Ads, Shopify, edge servers, and stock levels. Every reading lands as Structured Signal Evidence — one format, timestamped, provenance attached, cross-checked against its source system before anyone reasons on it.
Connects cause and effect over time — distinguishing true creative fatigue from site lag or pixel sync delay. The Cross-Stack Root Cause Engine correlates evidence across the systems your tools treat as silos and names the driver with a confidence figure attached.
Auto-generates the specific move: bid shifts, negative keyword lists, or spend reallocations — sized to the diagnosed impact, not to a hunch. Channel Intelligence Modules contribute the channel-specific tactics; the loop composes one strategy.
The Safety Guardrail Engine verifies target ROAS floors, daily spend caps, brand rules, and margin guardrails before anything is allowed to move — and every plan must pass the "Do Nothing" Opportunity Cost Check: action has to beat inaction on the evidence. A plan that fails is vetoed. The veto is arithmetic, not an opinion.
Minor tweaks inside your autonomy grants execute automatically. Major budget moves route to Slack or Teams for one-click approval — you commit the decision with the full evidence chain in front of you.
Pushes live bid, budget, and campaign updates directly to the ad platforms — every dispatch logged against the decision that authorized it. No copy-paste, no 11 p.m. console sessions.
Remembers historical campaign results — what was decided, why, and what happened next — permanently. Future ad decisions start faster and smarter, whoever is on shift.
Reading about the seven stages is one thing. Dragging a latency slider until the guardrail vetoes you is another.