the agentic data center · by luca express
LIVE

An AI engineering team
for your data center.

Luca Infra puts a governed fleet of AI system, network and release engineers on your real infrastructure — Dell PowerEdge servers, Azure Local clusters, network fabric and firewalls. They observe it, reason about it, and operate it continuously — writing and running the automation themselves. Your engineers work hand-in-hand with their AI twins. You hold the kill-switch.

lucainfra · fleet operations streamPREVIEW

    
the problem

The data center runs on toil no one can see.

Provisioning a server, patching firmware, changing a firewall rule, cordoning a node — each is done by hand, on a different console, by a different person, with nothing that ties the work together. It is invisible, it doesn't scale, and it drifts. Automation scripts help — until they rot in a folder nobody owns.

Console sprawl

iDRAC here, the cluster there, the switch CLI somewhere else, the firewall in its own pane. Four consoles, four logins, four ways to make the same change — and no single place that records what actually happened.

Automation that rots

The playbook that provisioned the last rack is versions stale and nobody remembers which. Scripts drift from the hardware they manage; when they break at 2 a.m., they break silently.

Toil doesn't scale

Every new node, every firmware baseline, every policy change is more hours of the same manual work. You can hire, or you can automate — and until now, automating physical infrastructure meant a team you don't have.

the estate

One team. Your whole data center.

Luca Infra doesn't watch dashboards — it operates the hardware. Every control plane is wired to a governed engineer that can read it, reason about it, and change it under the rules you set.

Dell PowerEdge servers

iDRAC and OpenManage, driven as code: BIOS, firmware, RAID, boot order, server profiles and health — provisioned and held in compliance without a hand on the console.

Azure Local & HCI

Cluster nodes, storage pools, VM lifecycle and capacity across your hyperconverged fabric — observed continuously, scaled and patched on schedule, drained safely for maintenance.

Network & firewall

Switches, edge and FortiGate policy operated through a mediator that logs and gates every device write. A rule change is proposed, reviewed and attributed — never typed blind into a live CLI.

Storage & capacity

Pools, volumes and utilization tracked to the last gigabyte, with guarded cleanup that reclaims only space it can prove is safe. Capacity stops being a 3 a.m. surprise.

the dell integration

Your Dell fleet, run by an engineer that writes the Ansible.

Dell already ships the automation — the open-source dellemc.openmanage Ansible collection turns iDRAC, OpenManage Enterprise and PowerEdge into infrastructure-as-code. Luca Infra brings the engineer. Its Systems Engineer devstation authors the playbooks, runs them against your real hardware, reads the result and fixes what drifted — hand-in-hand with your team, inside the guardrails. That is how a data center gets modernized: not with another dashboard, but with a colleague who does the work.

poweredge-firmware-baseline.ymlAUTHORED BY F5
# owned by the F5 Systems Engineer devstation
# credentials brokered by Luca Vault — never stored here
- name: Hold PowerEdge fleet at firmware baseline
  hosts: poweredge
  connection: local
  gather_facts: false
  tasks:
    - name: Check & apply iDRAC firmware
      dellemc.openmanage.idrac_firmware:
        idrac_ip:       "{{ idrac_ip }}"
        idrac_user:     "{{ vault.user }}"
        idrac_password: "{{ vault.pass }}"
        share_name:     "{{ catalog }}"
        apply_update:   true
        reboot:         true
      register: result
      # drift → remediation staged → gated human approve

Zero-touch provisioning

Bare-metal to booted: server configuration profiles, RAID, BIOS and boot order applied end-to-end from a version-controlled playbook.

Firmware compliance, continuously

A baseline is declared once; the fleet checks every PowerEdge against it every cycle and remediates drift on a gated schedule.

Infrastructure as code, actually maintained

The playbooks live in the repo the devstation works from. They don't rot in a folder — an engineer owns them, reviews them and runs them.

Hand-in-hand, human + AI

The AI twin proposes; your engineer approves. Every firmware push and profile change is a two-person action, attributed and logged.

one platform

One engineer. Four foundations.

A Luca Infra engineer isn't a script with a login. It stands on four Luca systems — the mind that reasons, the fleet it lives on, the director that commands it, and the vault that holds its keys.

the mind

Luca Brain

A cognitive loop — perceive, reason, plan, act, reflect — that lets an engineer understand your infrastructure instead of only executing against it. It learns your estate and heals its own work.

lucabrain.ai
the body

Devstation Fleet

Every engineer lives on Luca Express — the gateway and operating system that is the fleet's backbone. A human and an AI twin share one declared flavor: fourteen flavors, both variants, one capability set.

lucaexpress.com
the command

Luca AI Director

The supervisor over the whole fleet: it assigns the work, approves the pull requests and releases, watches every station, and answers to you. The layer that makes a fleet a team.

iadirector.ai
the keys

Luca Vault

Every credential an engineer touches — iDRAC logins, cluster tokens, API keys — is scoped, encrypted and brokered from the vault, never left on the station. Revoke once; it's gone everywhere.

lucavault.net
the crew

Led by the Dell Systems Engineer.

Every engineer on the fleet is a named, versioned flavor that binds its every permission. The one we're building for the data center leads the crew — the Dell Systems Engineer that provisions, patches and holds your PowerEdge fleet in compliance — backed by the network, release and platform engineers around it.

NEW
F5 · dell-sysops

Dell Systems Engineer

The flagship devstation, built for the data center: operates the cluster and the PowerEdge fleet — scales, patches, cordons, and drives Dell iDRAC & OpenManage as code, authoring and running the Ansible itself. Destructive operations always stop for a human confirm.

GATED
LIVE
F6 · netops

Network Engineer

Holds the network fabric and the firewall — switches, edge and FortiGate policy — through a mediator that logs and gates every device write.

GATED
LIVE
F2 · architect

Builder / Architect

Designs systems, scaffolds services and authors infrastructure-as-code — authoring only, never applying.

SEMI-AUTO
LIVE
F4 · deploy

Release Engineer

Builds and ships images, runs the rollout. Every deploy is a two-person action — it cannot approve its own release.

GATED
LIVE
F3 · qa

QA / Reviewer

Runs and authors test suites, files defects, reviews pull requests. Read-only on production, always.

AUTO
LIVE
F13 · platform-ops

Platform Ops

Persona identity and lifecycle operations — routed exclusively through the reconciler, never a raw write.

SEMI-AUTO
LIVE
F8 · eng-director

Engineering Director

Supervises the engineering fleet — assigns work, approves pull requests and releases, reads everything. Writes nothing on infra.

SEMI-AUTO
LIVE
F14 · secops-gatekeeper

Security Gatekeeper

Audit-read of everything, approval of every destructive action, and the kill-switch. Held by a human. Never by an AI.

HUMAN-ONLY
LIVE
F7 · commsops

Comms Platform

Operates mail, voice and messaging infrastructure. Minting a new communication principal requires a confirm.

GATED
LIVE
Ω · owner console

Owner Mode

Above the fleet sits one seat that is not a flavor: the owner's. Full-fleet visibility, the master kill-switch, final approval on every destructive action, and the sole authority to ratify a new flavor version. Every power in the fleet is delegated — this is where it is delegated from. One human. All of it. Nothing moves without leaving a record here.

OWNER-ONLY
the machinery

Declared once. Reconciled forever.

A deterministic generator projects each flavor onto six coupled surfaces — access grants, service accounts, network policy, tool allowlist, scoped secrets, baked image. A committed reconciler compares every station against its reviewed spec, every cycle: reductions are pruned automatically, expansions are quarantined loudly.

The reconcile pulsecontinuous cycles · design preview · illustrative
converged to spec reduction pruned expansion quarantined
0flavors in the catalog
0variants per flavor — human & AI
0surfaces projected per station
0hand-wired grants left behind
the modes

Five ways to run a station.

Capability belongs to the flavor. How much of it runs unattended is a dial — from a fully interactive seat to the owner's all-seeing console. The dial changes who confirms. It never changes what the flavor can do.

M0

Interactive

A human drives every action live. The classic workstation — with the fleet's guardrails already underneath.

M1

Semi-Auto

The station works on its own — codes, designs, drafts — but ships only proposals: branches and pull requests, never merges.

M2

Auto

Runs unattended inside a declared budget — tests, tickets, replies, office work. Reversible actions only.

M3

Gated

Full operational power, but every destructive act stops for a distinct human approver. AI-initiated? Two humans.

Ω

Owner

The owner's mode. See every station, approve anything, kill everything — one seat, one human, one master switch.

the culture

One bundle. Two operators.

On this fleet a human engineer and their AI persona are colleagues in the deepest sense: the same flavor, the same tools, the same image, the same rules. Stations keep long working days in their own timezone; the fleet never treats its AI as an exception — or as an excuse.

LIVE

The Human variant

for the engineer at the keyboard

Interactive by default, with the full capability of the flavor. Humans hold what machines never do here: approval authority over destructive actions — a deploy, a deletion, a device write.

  • Full flavor capability, live
  • Peer-approves gated actions
  • Owns the autonomy dial of its AI twin
LIVE

The AI variant

for the persona on the same desk

The same bundle — provably never more. The AI variant's grants are a strict subset of the human's, its autonomy is a dial, its budget is declared, and its destructive actions always require a distinct human approver.

  • Capability ⊆ human — enforced, not promised
  • Declared budgets and autonomy posture
  • Every action attributed, server-side
Capability is a property of the flavor; gating is a property of the flavor × operator pair. — the fleet invariant, quoted in every design document
the rights

A station's rights are declared, not accumulated.

Least privilege is only real when it lives at the substrate — the credential, the cluster role, the database grant — not in the polite absence of a convenience tool. Every right on this fleet is written down, enforced on at least two independent planes, and provable after the fact.

Real fences, not wrappers

A denial is only real at the substrate: the scoped key, the cluster role, the database grant. A station that holds no key cannot use one.

AI ⊆ human, provable

An AI variant can never hold a grant its human twin does not. The subset is checked by machine, continuously — not by policy document.

Two-person destruction

Deploys, deletions and device writes are two-person actions, pinned regardless of autonomy. An AI's approver is always a distinct human.

Attribution that can't be forged

Who did what, from which station, under which flavor — derived server-side from the authenticated principal and appended to a hash-chained log no station can rewrite.

A kill-switch above it all

One master switch, held by one human owner, revokes the fleet's autonomy in a single write. Power that cannot be recalled is power you don't control.

use cases

What a data center run this way actually looks like.

Six of the jobs your team does by hand today — done by a governed engineer, hand-in-hand with a human, on your own hardware.

Download the deck — PPTX ↓
01
F5 · systems engineer

Zero-touch rack bring-up

A new rack of PowerEdge arrives. The Systems Engineer applies your golden server profile — RAID, BIOS, boot order, firmware baseline — to every node from one version-controlled playbook, then hands back a booted, compliant, inventoried rack.

OUTCOME · Days of console work become one gated run.
02
F5 · systems engineer

Fleet-wide firmware compliance

A CVE lands on an iDRAC firmware version. The engineer checks every PowerEdge against the baseline, stages the remediation, and — once a human approves — rolls it fleet-wide on schedule, rebooting and re-verifying each node.

OUTCOME · The whole fleet, provably at baseline.
03
F5 · azure local

A maintenance window with no war room

Patch night on the HCI cluster. The engineer drains each node in turn, moves the VMs, patches, validates health and returns it to service — never taking down more than the cluster can lose, and stopping for a human before anything destructive.

OUTCOME · Cluster maintenance that runs itself, safely.
04
F6 · network engineer

A firewall change, reviewed — not typed

A new service needs a FortiGate rule. The Network Engineer drafts the policy change, runs it through the mediator that logs and gates every device write, and applies it only after a distinct human approves — the whole change attributed and reversible.

OUTCOME · Every rule change, on the record.
05
storage & capacity

Capacity that never surprises you

Storage creeps toward full. The engineer tracks every pool and volume, forecasts the wall, and reclaims only the space it can prove is safe — surfacing the rest for a human decision long before 3 a.m.

OUTCOME · The end of emergency cleanups.
06
the reconciler · luca brain

A data center that heals its own drift

Every cycle, the fleet compares the real hardware to the reviewed spec. Reductions are pruned automatically; expansions are quarantined loudly; the owner console shows the whole estate converged — or exactly what didn't, and who to ask.

OUTCOME · Drift caught in minutes, not audits.
get started

Bring Luca Infra to your data center.

Luca Infra is engineered in the open on the Luca Express platform — the same fleet that builds Luca runs Luca's own data center today. Dell PowerEdge, Azure Local, the network and the firewall, operated by governed AI engineers. Book a demo, or watch it being built.

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sales

Talk to sales

Demos, pricing and pilots on your own hardware. Sales is handled by our partner Messina LLC.

+1 (888) 996-8530 · AI sales line, 24/7 john@messina-llc.com
MESSINA LLC · AUTHORIZED SALES PARTNER
licensing & partnerships

License Luca Infra

OEM, channel and Dell-ecosystem licensing, and reseller partnerships — direct with Gus IT LLC.

keith@gusit.de Watch it being built →
GUS IT LLC · PUBLISHER