Products

SwarmX (Fugue)

State a goal in plain English. A sandboxed team of AI agents plans it, builds it, and shows its work — nothing touches more than you asked it to.

SwarmX (Fugue)

Hire an AI team in one click. One model guessing alone hallucinates, breaks things, and hides the bill. A coordinated team of agents sandboxed, reserved, and honest about cost gets real work done instead.

What is the Challenge?

The Challenge

Give a raw AI agent free rein and you're one wrong assumption away from a home directory it should never have opened, a bill that blew past what you expected, or two agents quietly overwriting each other's work. None of that should be a surprise.

Request a Demo
SwarmX (Fugue)

How SwarmX (Fugue) Works

From a plain-English goal to a working result — six steps, every one of them visible.

1 — State your goal in plain English
2 — Concierge asks 1–2 clarifying questions
3 — A sandboxed project folder is created
4 — Your AI team gets to work, agent by agent
5 — Reservations keep agents from colliding
6 — You get a result, an audit trail, and the final cost
SwarmX (Fugue)

Features

Sandboxed by default

Every project gets its own folder — never your home directory. Scope only widens with a clear, visible grant.

Honest cost bands

See a price range, quoted at the high end, before a run starts — then a live balance while it works.

File reservations

Agents reserve the files they're touching, so two agents never silently overwrite the same work.

One-click stop & undo

A visible stop button on every run, and a revert story for anything it built.

Plain-language activity feed

Watch what your AI team is doing in words a person would use, not a developer's work log.

Dev mode for experts

Open the full instrument panel — agent tree, per-turn telemetry, model routing — any time you want it.

SwarmX (Fugue)

What You Can Build

Tools & Dashboards
Reports & Research
Automations & Workflows
Sites & Small Apps
SwarmX (Fugue)

Example Workflow

A finance lead needs a cash-flow forecast. They describe what they need in plain English and connect their bank and accounting data. SwarmX (Fugue) assembles a small team — one agent pulls the data, one builds the model, one designs the dashboard — all inside a single sandboxed project folder. Minutes later: a working forecast, a full record of what each agent touched, and a bill that matches the estimate quoted up front.

FAQs

Only the sandboxed project folder it creates for that job — never your home directory or the rest of your machine — unless you explicitly widen the scope.

File reservations stop it before it happens. One agent claims a file while it's working; a second agent is routed around it, so nothing gets silently overwritten.

You see a cost band, quoted at the high end, before anything runs — then a live balance as it works. The final bill never exceeds what you were quoted.

Yes — a visible stop button pauses any run immediately, and anything it built can be reverted.

No. State your goal in plain English and answer a couple of clarifying questions. Developers can open dev mode for full control; everyone else never has to.

Ready to build on coherence?

Talk to our team about bringing CoherenceFirst Intelligence to your organization.

Contact Us