Question 1

What is The Swarm and what problems does it solve?

Accepted Answer

The Swarm is a universal autonomous multi-agent operating system that automates three core workflows: The Hunt (finding and acting on underpriced or distressed marketplace opportunities), The Resolve (auditing invoices to recover hidden fees, credits, and refunds), and The Bridge (coordinating vetted human operators to complete real-world tasks with proof-of-completion).

Question 2

How does pricing for The Swarm work?

Accepted Answer

The Swarm uses outcome-based pricing: you pay $1 per confirmed success event, with a hard cap of $25 per month, and your first 5 strike tokens (wins) are free before billing starts. This keeps the system aligned to your ROI instead of charging extractive seat fees or enterprise retainers.

Question 3

How does The Hunt feature generate value?

Accepted Answer

The Hunt continuously monitors marketplaces for stale listings and mispriced or distressed assets, then autonomously initiates first-step negotiations and routes high-intent opportunities into your chosen channel, such as Telegram or WhatsApp, so you can act before traditional teams respond.

Question 4

What does The Resolve do with my invoices?

Accepted Answer

The Resolve uses OCR-backed invoice analysis to audit your billing data, Decionis for dispute decisioning, and a signed audit trail to surface ghost fees, missed credits, and refund opportunities so you can recover value that would otherwise be lost to recurring or hidden charges.

Question 5

How is dispute decisioning handled in The Resolve?

Accepted Answer

The Resolve uses Decionis for dispute decisioning before a sensitive billing action is advanced, while keeping the final action behind explicit human approval and a signed audit trail.

Question 6

How does The Bridge handle real-world execution?

Accepted Answer

The Bridge coordinates vetted human operators for tasks that require physical or manual execution and enforces proof-of-completion gates, so each task includes verifiable evidence that it was completed before it is counted as a success event.

Question 7

Which channels can I use to interact with The Swarm?

Accepted Answer

You can interact with The Swarm through a web-based sniper widget for instant deal checks, a Telegram control surface for hunt commands and configuration, WhatsApp for high-urgency strike alerts, and Instagram for visual proof and social validation of outcomes.

Question 8

How is The Swarm different from enterprise agent platforms like Crescendo.ai, Saleswise, Aryza Debt Manager, MindStudio, or Symphonize?

Accepted Answer

The Swarm is built for human sovereignty and consumer value recovery, not just enterprise efficiency. Unlike platforms such as Crescendo.ai or Saleswise that optimize sales capture, Aryza Debt Manager that optimizes creditor recovery, or builder tools like MindStudio and Symphonize that focus on workflow creation, The Swarm combines success-only pricing, human approval gates, cross-channel continuity, and real-world task coordination in one outcome-aligned system.

Deploy and govern The Swarm at runtime

Pending task approvals

Runtime governance flags

Live pillar and pipeline signals

Pillar counters

Recent pipelines

Versioning

Know what is live and what is isolated

Execution modes

Developer tooling

Every control change stays visible

No control changes yet

Version control per agent pillar

Test agent logic in isolation

Agent performance at a glance

hunt

resolve

bridge

vault

growth

Integrate and extend The Swarm

Webhook endpoint

API key

MCP provider status

Deployment history and rollback

No deployment history