A campaign treats a whole segment the same. An agent treats one slice perfectly — always on. aiRA spawns a set of them at once, each with its own audience, offer, channel, and timing, and tunes them while they run.
Each agent owns a segment, works a channel, and reports its own lift. Here's a live slice of the fleet.
Every segment crossed with every lifecycle stage gets its own agents — color shows how hard each cohort is lifting.
A handful of the agents aiRA deployed from one goal: reactivate lapsed Gold — each its own segment, channel, and offer.
aiRA splits the goal's audience into narrow segments by value, recency, and behavior.
Each slice gets the offer, channel, and message most likely to move it.
Agents launch and schedule themselves, then run continuously within your rules — self-optimizing every cycle.
Live results feed back; aiRA reallocates and rewrites weak agents.
Spent or underperforming agents auto-pause so budget follows what works.
You don't write a brief per agent. You set the outcome and the guardrails; aiRA handles the continuous decisions underneath — and shows its work for every one.
Every agent carries its own variants and learns from them.
Timing is chosen for each member, not a global send hour.
The unlock wasn't a better campaign — it was a fleet of always-on agents, each tiny and exactly right, running and self-optimizing without us touching them.
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