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Autonomous AI operations

The operations layer that actually does the work.

Morpheus plans, executes, and verifies complex software, server, cloud, and infrastructure workflows on its own. Built for teams that need outcomes, not transcripts.

923 LLM-callable tools 118 connector cards ✦ Verification-first execution
A different kind of AI

From assistant to operations platform.

Most AI tools answer questions. Morpheus closes the loop — it plans, connects to systems, runs the work, recovers from errors, and verifies the outcome against the original intent.

Plan

Decomposes objectives into ordered, verifiable steps before touching any system.

Connect

Resolves credentials through Vault and reaches approved hosts, clouds, and APIs.

Execute

Performs technical actions through 923 bounded tools — never a free-form shell.

Verify

Physically tests live systems and confirms outcomes match the brief, every time.

Record

Writes precise, structured logs of every action for review and audit.

923
LLM-callable tools
118
Live connector cards
12
Specialised agent roles
0
Egress without approval
Multi-agent orchestration

Coordinate specialist agents across complex tasks.

Morpheus spawns specialist subagents to work in parallel on independent workstreams — then collects, verifies, and synthesises their results. Each agent runs in isolated context with only the tools it needs.

  • Infrastructure agent — SSH, Proxmox, cloud, databases, firewalls
  • Coding agent — sandboxed execution, GitHub, file editing, builds
  • Research agent — web search, document analysis, fact gathering
  • Verification agent — HTTP checks, service health, evidence collection
  • Security agent — firewall analysis, log investigation, audit review
  • Document agent — reports, PDFs, presentations, operational docs

Multi-agent orchestration is available on Business plans and above.

Orchestrator routing

Receives the task. Writes a plan. Identifies parallel workstreams. Spawns the right specialists.

Infra
Provisioning · networking
Verify
HTTP · service · evidence
Research
Web · docs · references
Docs
Reports · runbooks
Results synthesised

Orchestrator collects, verifies, and delivers a single, evidence-backed outcome.

Connect to the things you already use

One operations layer across your whole stack.

Morpheus speaks the protocols your systems already speak — no agents to install, no proxies to maintain, no rewrites.

Proxmox · VMware
AWS · Azure · GCP
OPNsense · pfSense
PostgreSQL · MySQL · MSSQL
Windows · WinRM · AD
Linux · SSH · sudo
GitHub · GitLab · Azure DevOps
Slack · Teams · email
Redfish · BMC · iDRAC
How it works

Five stages, every task.

No matter how complex the work, every Morpheus task runs through the same five-stage lifecycle. You see the plan, the evidence, and the result.

1

Intent classification

The orchestrator reads the request, classifies risk and cost, and decides whether to enter planning mode before touching anything.

2

Plan

A concrete, ordered plan is written, including target systems, expected verification, and rollback.

3

Approve gated steps

Production-changing actions surface a single-tap approval card. You approve once for the whole campaign, or step by step.

4

Execute

Morpheus runs the plan through bounded, audited tools — never a free-form shell, never an unbounded curl.

5

Verify and report

Final output is a structured Summary plus Verification list (✓ pass · ⚠ warn · ✕ fail), each backed by clickable evidence.

Live verification report

Backup task scheduled

DC-01 provisioned
audit · dc01-create-success
AD forest configured
/etc/krb5.conf · L1–L20
Outlook can send mail
verifier could not reach mail server this run
Backup task scheduled
next step: create scheduled task in Task Scheduler
2 / 4 passed · 1 failed · 1 unverified
Safety & governance

Autonomy with the brakes on.

Every mutation that changes a real system passes through an intent-based risk gate, a per-target read-before-write check, and a structured platform-issue detector — so the loop pauses before it costs you anything.

Intent-based gating

Risk is determined by what an action does, not what it's named. Local artifacts pass freely; deploys, DNS, firewall, email and billing changes require approval.

Stall detection

Repeated same-error, no-state-change, and platform-gate-loop detectors stop runaway turns before they burn through your credits.

Read before write

No remote write executes without a successful inspection of the same target in the same session. Enforced at the dispatcher, not by convention.

Planning mode

High-risk requests automatically enter a read-only planning phase. You approve the plan before any mutation can fire.

Verification-proof output

Every completed task ends with a Summary + Verification block, each line backed by audit, file, terminal, or screenshot evidence.

Remote Gateway

Outbound-only customer-premises agent for private-network execution. Your secrets and internal hosts never leave the perimeter.

What teams build with Morpheus

Real operations work, autonomously.

All use cases →
Ready to ship

Put Morpheus to work.

Pick a plan, sign up, and run your first autonomous task today.