Swarm AI is a multi-agent approach where a group (a “swarm”) of specialized AI agents works in parallel and then merges results into a single, higher-quality output. SwarmLM applies swarm intelligence principles (parallel work + critique + integration) to produce finished deliverables, not just chat responses.

What does a swarm run produce?

A swarm run outputs a plan, a draft, a critique/review pass, and an integrated final artifact — ready to copy or download as Markdown.

Does SwarmLM send my tasks to third-party model providers?

By default, this deployment runs the demo in zero-cost stub mode (no third-party AI calls). SwarmLM can be configured to use a self-hosted/local model. Third-party providers are disabled unless explicitly enabled for a deployment. See Privacy for details.

Can I run SwarmLM with my own local model?

Yes. SwarmLM supports local-first runs (for example via Ollama) when configured. Best practice is to expose your local inference over HTTPS and protect it with authentication (such as Cloudflare Access service tokens).

Is SwarmLM a chat app?

SwarmLM is deliverable-first. The goal is a finished artifact (plan, checklist, document, scaffold, or playbook) produced by coordinated AI agents, rather than an open-ended chat transcript.

Multi-model AI workflow

Seven minds. One answer.

SwarmLM coordinates a swarm of AI agents to produce finished deliverables — plans, specs, docs, and playbooks — not chat replies.

Get pilot access See how it works

Local-first optional • Privacy-first • Markdown export

How it works

One task. Four stages. One finished deliverable.

Plan

Break the task into constraints, format, and concrete steps.

Draft

Generate the first artifact from the plan.

Review

Find gaps, contradictions, and missing edge cases.

Deliver

Merge improvements into a clean Markdown artifact you can copy or download.

Full pipeline: 7-step Council of Models — see the docs

Pilot access

30-day entitlements. Get a token and start running. Need the plain-English overview? See pilot access.

Check access options

Enter your email, then check whether this deployment exposes pilot checkout.

Pilot deployments may return sandbox payment links while billing is being finalized. After payment you'll return here to claim an access token. Check /api/status before treating checkout as production-ready.

Basic Swarm (30 days)

$19 / 30 days

2 runs/min — 50 runs/day. Best for lighter deliverables.

Pro Swarm (30 days)

$79 / 30 days

6 runs/min — 250 runs/day. Good for heavier iteration.

Enterprise Swarm (30 days)

$249 / 30 days

20 runs/min — 2,000 runs/day. Best for higher-throughput internal testing.

Current checkout creates time-boxed entitlements. Provider routing and billing mode still depend on the live /api/status contract for this deployment.

Bring-your-own-key runs are billed directly by your selected AI provider to your provider account. SwarmLM does not cover or reimburse those charges.

Join the waitlist

Get rollout updates and tell us what you want to build.

What you'll get

Early access updates, pilot rollout notices, and a way to request new swarm templates.

We won't spam you. One launch email + occasional milestone updates.