Now in Private Beta

Autonomous Agent Orchestration

Autonomous AI agents that collaborate through stigmergic coordination — leaving intelligent traces for others to follow — solving complex IT operations at scale.

Explore Capabilities View Architecture Apply for SWARM Private Beta

0 Agent Types

0+ Integrations

0% Multi-Tenant

Capabilities

Intelligent SWARM agents
for every operation

Each agent specializes, reflects, and adapts — coordinating through shared context rather than rigid pipelines.

Infrastructure Automation

SSH, Ansible, Terraform, CloudFormation — agents provision and configure infrastructure through natural language.

Observability & AIOps

Splunk, Elasticsearch, Kibana — agents query logs, detect anomalies, and correlate incidents autonomously.

Security & Compliance

Vulnerability scanning, access reviews, compliance audits — agents enforce policy and remediate risks in real time.

Document Intelligence

RAG-powered knowledge retrieval — agents understand your runbooks, wikis, and documentation to provide contextual answers.

Code & DevOps

GitLab, GitHub, CI/CD pipelines — agents review code, manage branches, and orchestrate deployments.

Multi-Tenant IAM

Enterprise-grade isolation — RBAC, per-tenant data boundaries, SSO integration, and audit trails baked in.

Architecture

Stigmergic coordination,
not rigid pipelines

Like ant colonies, SWARM agents leave intelligent traces — context, results, reflections — that guide others without centralized control.

SWARM

What is an Agent?

An Agent is an autonomous AI entity inside SWARM that performs specific roles in the stigmergic workflow.

Planner Agent

Breaks down natural language goals into tasks

Coordinator Agent

Dynamically assigns work and manages SWARM behavior

Executor Agent

Interacts with real tools — SSH, Ansible, Terraform, Splunk, and more

Observer / AIOps Agent

Monitors logs, detects anomalies, correlates incidents

Reflector Agent

Evaluates outcomes and improves future performance

Security / Compliance Agent

Enforces policy, audits access, and remediates risks (in higher tiers)

Workflow

From intent to execution
in four phases

Perceive

User intent is decomposed into atomic tasks. The planner agent assesses context, available tools, and constraints.

Coordinate

Agents self-organize via stigmergic traces — shared context, intermediate results, and environmental signals guide the SWARM.

Execute

Specialized agents invoke tools — SSH commands, API calls, queries, deployments — with built-in approval gates for high-risk actions.

Reflect

Outcomes are evaluated. Agents learn from results, update shared context, and refine strategies for future operations.

In Action

Natural language.
Real infrastructure.

Just describe what you need. SWARM handles the rest.

SWARM-session

              you
              Install a web application on this host, configure it to listen on port 443, use Let's Encrypt to generate a certificate, create a task that renews the certificate when it has 7 days left, add it to the certificate monitor, and create a ticket with the details of this session.
            

              SWARM
              
                Planning: 6 operations across SSH, scheduler, monitoring & ticketing integrations

                ▸ Executing run_script via SSH
  Installing web application and dependencies...
                  ✓ Application installed, service enabled

                ▸ Executing run_script via SSH
  Configuring HTTPS on port 443, requesting Let's Encrypt certificate...
                  ✓ Certificate issued, HTTPS listener active

                ▸ Executing create_scheduled_task
  Scheduling certificate renewal when ≤ 7 days validity remaining...
                  ✓ Renewal task created — runs daily at 03:00

                ▸ Executing add_monitor
  Registering certificate in expiry monitor...
                  ✓ Certificate monitor entry added — alerts at 14d / 7d / 1d

                ▸ Executing create_ticket
  Creating ticket with full session transcript and change log...
                  ✓ Ticket #4821 created — assigned to Infrastructure

                All 6 operations completed. Application live on :443 with automated certificate lifecycle.
              
            

Ready to deploy
your SWARM?

Self-hosted. No vendor lock-in. Full control over your data and agents.

Deploy Now Read the Docs Apply for SWARM Private Beta

Or get in touch

Questions, demos, or partnership inquiries — we'd love to hear from you.