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How it works

Three layers. One control plane.

Desktop app for the team. Local connector for existing tools. Server for the organisation. Intelligence builds at every layer, privacy preserved at every boundary.

Swarmix local architecture: workplace apps flow into Studio and Hive layers, sanitised data flows out to AI vendors, intelligence rises to the Orchestrator

Layer 1

Swarmix Studio

Desktop application. Runs on every machine.

Spawn a team of specialised agents, each with its own model, tools, and permissions. A conductor agent organises tasks and keeps consistency during execution. Every agent provides specific capabilities: document ingestion, data analysis, compliance checks, content generation.

The Studio manages projects, conversations, plans, tickets, memos, and artifacts in one place. PII detection and data masking run on all outbound traffic before anything reaches an AI vendor.

Personal intelligenceFull fidelity. Private to the individual. Never leaves the machine.
Swarmix Studio
Plans3
Tickets12
Knowledge28
Conversations5
Memos4
AnalystClaudeactive
ComplianceGeminiactive
WriterDeepSeekidle
ConductorClaudeactive
PII masking active on all outbound traffic

Layer 2

Swarmix Hive

Local connector. Bridges existing AI tools into one control point.

A lightweight process running on the local machine that connects third-party AI applications, code editors, document review tools, and anything that speaks MCP. Every connected tool routes through the Hive, sharing knowledge, tasks, and access to the same coordination tools.

PII detection and data masking apply to all traffic between connected tools and external AI providers. Tools with no built-in data protection get protection by default, because they route through the Hive.

Pseudonymised intelligenceIdentity removed. Patterns preserved. k-anonymity enforced.
Swarmix Hive
Local MCP Router
PII masking on all traffic
Code editorMCP
Document reviewMCP
AI assistantMCP
Contract analysisSDK
Multiplexed connection to Orchestrator

Layer 3

Swarmix Orchestrator

Server. Runs in private infrastructure or Swarmix-hosted.

The Orchestrator keeps everything lined up across teams and locations. Projects, plans, knowledge, conversations, agent management, deployment policies, SSO, and SCIM. Every decision is recorded with full provenance. Every action has an audit trail.

Plugin system for extensibility. OpenTelemetry for observability. Self-hosted, cloud-hosted, or hybrid. Full infrastructure control.

Aggregated intelligenceStatistical patterns. No individual data reaches the server.
Swarmix Orchestrator
Projects
Knowledge
Plans
Conversations
Agent registry
SSO / SCIM
MDM deploy
Audit trails
Active agents24
Conversations12
Knowledge docs318

Intelligence

Value pull, not data push

Intelligence flows upward only when it adds value, and only after privacy transformations at each boundary. The individual never pushes raw data to the organisation. The organisation pulls statistical patterns from the pseudonymised layer.

OrganisationOrchestrator
Aggregated

Patterns, trends, strategic insights. No individual data.

TeamHive
Pseudonymised

Usage patterns, topic clusters. Identity removed, k-anonymity enforced.

PersonalStudio
Full fidelity

All conversations, all data. Private to the individual, on the local machine.

Most enterprise AI platforms centralise everything first and try to add privacy later. Swarmix starts private and reveals only what is needed, at the granularity that is appropriate.

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See how Swarmix works

A walkthrough of unified visibility, governance, and intelligence across every AI vendor and team.

  • Deploy in weeks
  • Works with any existing AI stack
  • SOC 2 compliant, GDPR ready