How it works
Desktop app for the team. Local connector for existing tools. Server for the organisation. Intelligence builds at every layer, privacy preserved at every boundary.
Layer 1
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.
Every vendor, every model, same experience. Switch providers without switching tools.
Anthropic today, Google tomorrow. The team never notices the difference.
Projects, plans, knowledge, conversations. Everything lives together, nothing in a silo.
Layer 2
Transform pipeline. Sits between existing tools and AI providers.
Every request passes through the Hive before reaching an AI vendor. It compresses context to reduce token cost, masks private data, prunes conversations that exceed model limits, and optimises caching across requests.
Works with any provider. Understands every vendor format, normalises for processing, converts back before forwarding. Tools with no built-in data protection get protection by default, because they route through the Hive.
Private data is scrubbed before it reaches any vendor. PII never leaves the machine.
Compression, pruning, cache optimisation. Fewer tokens, lower cost, same quality.
One pipeline that normalises every format. Swap providers without changing a single tool.
Org admins set the rules. Individual tools cannot override them.
Layer 3
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.
Policies, audit trails, compliance. Survives every vendor swap.
Usage, cost, adoption. Cross-vendor, cross-team, one view.
Plugins, integrations, webhooks. Fits into existing infrastructure.
Intelligence
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.
Patterns, trends, strategic insights. No individual data.
Usage patterns, topic clusters. Identity removed, k-anonymity enforced.
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.
A walkthrough of unified visibility, governance, and intelligence across every AI vendor and team.