Agent swarms
A swarm is a team of specialist AI agents that work a problem together — each with a role — instead of one model answering alone.
The concept, in plain terms
A single large language model is a generalist. It can answer almost anything, but it has no division of labor, no second opinion, and no one checking its work. An agent swarm changes that: it’s a small team of AI agents, each given a focused role — a researcher, a planner, a builder, a reviewer — that read the same context, take turns, and build on (or challenge) each other’s output.
The result is closer to how a real team operates. One agent drafts, another fact-checks against live sources, a facilitator drives the group toward consensus, and nothing consequential happens until a human approves it.
From concept to capability
Specialist roles
Compose named personas — facilitator, researcher, engineer, reviewer — each with its own instructions and tools.
Learn moreReal-time collaboration
Agents take turns, vote, and reach consensus; you can interject mid-run to steer them.
Learn moreHuman approval gates
Before any outward action — a file write, a command, an integration call — the run pauses for your sign-off.
Learn moreOrg mode
For complex work, design the agent topology visually as a node graph with branching and reviewer loops.
Learn moreWhat you get from it
- Catches mistakes a single model would miss — a built-in second opinion.
- Handles multi-step work that’s too big for one prompt.
- Keeps humans in control of the decisions that matter.
Explore the rest of the platform
Grounded RAG memory
Every answer is grounded in your own knowledge — shared and per-organization — and conversation memory that carries across sessions. Cited and verifiable.
Learn moreConnected to your stack
ServiceNow, Jira, GitHub, Slack, Teams, Outlook, your databases and more — plus a generic REST connector and CSV/dataset upload for everything else.
Learn moreEnd-to-end delivery
From a question to shipped work: a coding agent, a test runner, BI reporting, and workflow automation that turns intent into outcomes.
Learn moreSee agent swarms on your own data
Book a walkthrough and we'll show this working against the systems and use cases that matter to you.