Open Source Gave You Provisioning Primitives. MOJO Gives You an AI-Native Platform.

If you’ve spent time in the bare-metal provisioning space, you’ve evaluated the open-source options. There are good workflow engines. Mature provisioning frameworks. They do step one of the bare-metal lifecycle well: get an OS on the server. But the bare-metal lifecycle has at least ten steps — and open-source covers four of them.

The Ten-Step Bare Metal Lifecycle

Discover — find BMCs on the network, identify vendor and model
Inventory — catalog hardware details
Network — allocate IPs, create DHCP reservations, configure DNS
Provision — deploy OS via PXE
Comply — evaluate firmware against baselines, remediate drift
Monitor — continuous health monitoring, anomaly detection
Maintain — firmware updates, BIOS configuration, driver updates
Audit — who did what, when, with what approval
Operate — day-to-day fleet queries, capacity management, troubleshooting
Decommission — secure wipe, DNS cleanup, DHCP release, inventory removal

Open-source provisioning tools cover steps 1-4 — sometimes well. Steps 5 through 10 are where enterprises spend 80% of their infrastructure operations time. And that’s where open-source tools leave you to build your own solution.

The Bare-Metal Frankenstein Stack

We’ve seen the pattern with nearly every customer before they adopted MOJO:

Open-source provisioning for OS deployment
Custom Ansible playbooks for firmware management
Prometheus + Grafana for monitoring
Homegrown scripts for compliance checking
Spreadsheets for audit trails
Manual procedures for decommission

A financial services customer described their pre-MOJO setup as “a tower of Ansible playbooks, custom Python scripts, and three monitoring dashboards that nobody trusts.” When the engineer who built the firmware update scripts left, the team spent six weeks reverse-engineering the automation before they could run a firmware update cycle.

A retail customer’s edge infrastructure team spent more time maintaining their integration layer than managing servers. “We had a full-time engineer whose job was keeping the automation pipeline glued together.”

What an Enterprise Platform Provides

MOJO covers the full lifecycle in one platform:

Firmware compliance — define baselines once, evaluate continuously across all vendors, auto-generate remediation plans
Predictive health — continuous anomaly detection using Z-score analysis on learned baselines across temperature, power, fans, memory, BMC health
AI agents — health, compliance, provisioning, capacity, and orchestrator agents that reason about your infrastructure using the ReAct pattern
Governance — approval gates on every destructive AI action, immutable audit trail, kill switches
Native DDI — Kea DHCP + PowerDNS + IPAM integrated into the provisioning pipeline
Multi-site federation — the MOJO Global Controller federates multiple deployments with centralized policy and distributed execution
Enterprise support — when something breaks in production at 2am, you have a number to call

The Open-Core Bridge

We’re not anti-open-source. We contribute to the ecosystem. mojo-ddi is our open-source DDI module, licensed under Apache 2.0. It includes IPAM models, a Kea DHCP client, and a PowerDNS client. If you need a DDI solution for bare metal and don’t need the full platform — mojo-ddi is a genuine, useful tool.

The enterprise platform adds everything else: AI agents, governance, firmware compliance, predictive health, multi-site federation. If you outgrow the DDI module, the upgrade path is natural — the same technology runs inside the platform.

Every hour your engineers spend maintaining a Frankenstein integration is an hour not spent on work that differentiates your business. MOJO replaces the glue code with a platform.

MOJO Platform is the first AI-native bare-metal infrastructure platform built for the enterprise. To learn more about replacing your Frankenstein stack with a unified platform, visit metify.io.