SwarmLite

Projects

Where intelligence
becomes strategy.

Run huddle sessions, branch your analysis, generate artefact reports, and gate every action behind human approval. Projects are where your market intelligence earns its keep.

Get Started →Back to Home →

Walkthrough

See a complete project — from session huddle to approved action to exported artefact.

What Projects do

Ask once. Decide confidently.

Huddle Sessions

Ask your persona swarm a question. Each persona responds independently, with their own reasoning and perspective. The session accumulates structured responses — searchable, comparable, exportable.

Session Branching

Any session can be branched. Take a thread in a different direction — a different market, adjusted query, subset of personas — without losing the original context. Explore the possibility space.

Artefact Reports

Every completed session generates a strategy brief: overall sentiment, per-persona breakdown, key themes, alignment score, and prioritised recommended actions. Export to Markdown in one click.

Action Approval Gate

When a session surfaces an action, it lands in the approval queue — not the backlog. Cost, context, and rationale are shown. A human decides. Every approval is logged. HITL by design.

The workflow

From question to decision in four steps.

01

Define the question

Frame your strategic question: a feature decision, a positioning choice, a competitive response. Add it to a session attached to your market and personas.

02

Run the huddle

Each persona in your swarm responds independently. You get five structured perspectives in seconds — no scheduling, no moderation, no waiting.

03

Review the artefact

The session generates a strategy brief: sentiment, alignment, themes, and recommended actions. Download it, share it, or use it to inform the next session.

04

Approve the action

If a session surfaces a recommended action, it routes to the approval gate. Review the cost and context, then approve or defer. Every decision logged.

Human-in-the-Loop

AI proposes. Humans decide.

The approval gate is not a limitation — it is the feature that makes Swarm Lite deployable in an enterprise. Every resource-intensive decision surfaces with full context and requires explicit human sign-off. The audit trail is automatic.

Ready to start

The brief before the screenshot.

Set up a market, generate your personas, and run your first session in under ten minutes.

Read the Docs →Architecture →