Multi-agent systems.
One agent can do a task. A team of specialized agents can run a function. AstraGenie's multi-agent architecture is how we ship marketing, sales, ops, and engineering output that actually compounds.
Specialists beat a generalist prompt.
Cramming five jobs into one giant prompt produces mediocre output on every job. A team of focused agents — each tuned for one role — produces work product worth shipping.
Focused context
Each agent only loads the tools, memory, and brand voice it needs. Less noise, sharper output.
Independent evaluation
When one role is broken, you fix that role. You do not retune the entire pipeline.
Parallel execution
Research, drafting, and review happen at the same time, not in a single long sequence.
Task routing, shared context,
structured handoffs.
Task routing
A coordinator agent receives the goal, decomposes it, and routes subtasks to the right specialist.
Shared context
Agents read from and write to a shared memory layer so handoffs do not lose information.
Structured handoffs
Output from one agent is validated against a schema before the next agent picks it up.
Error recovery
When a step fails, the coordinator reroutes, retries, or escalates without dropping the workflow.
Outcome tracking
Every step is logged. You see what each agent did, why, and what the cumulative output was.
Human checkpoints
Configurable approval gates let humans review high-impact actions before they ship.
How the marketing team runs as a system.
1. Strategist
Receives the campaign goal and produces a brief: audience, channel mix, KPIs, asset list.
2. Writer + Designer
Run in parallel, each consuming the brief and producing copy and creative inside brand guardrails.
3. Publisher + Analyst
Distribution agent schedules and posts. Analyst tracks outcomes and feeds learnings back to the strategist.
See it on the marketing team page →, browse all AI agent teams →, or read about the orchestration layer →
Watch a multi-agent team finish real work.
Book a 30-minute demo. We'll run a full team on a workflow from your business — start to finish, live.