Carnival 12 Ai

Manufacturing · Detroit area

Make your plant run as one system.

We extend the technology you already own with integration, automation, robotics and AI, then shape it around the way your people work.

Request the assessment See a simulated plant system

What clients ask us for right now

Every engagement starts with a sentence like one of these. Find yours, then open the system that answers it.

How a plant runs as one system

A typical plant, drawn as one system: the software, the machines and the people it already has, connected, with one admin system on top that the team can run.

A typical plant, drawn as one system Operations console, one admin system on top, connected to orders and quotes, software and spreadsheets, work orders, people and approvals, machines and robot cells, private ai, digital twin, vision inspection. Orders and quotesSoftware and spreadsheetsWork ordersPeople and approvalsMachines and robot cellsPrivate AIDigital twinVision inspectionOperations console CRM and customer requestsKept and extended, not replacedWork-order integrationEquipment moves wait for a humanFleet and cell dashboardsYour hardware or private cloudSimulation before anything movesVision systemsOne admin system on top A typical plant, drawn as one system Operations console, one admin system on top, connected to orders and quotes, software and spreadsheets, work orders, people and approvals, machines and robot cells, private ai, digital twin, vision inspection. Operations console One admin system on top Orders and quotesSoftware and spreadsheetsWork ordersMachines and robot cellsVision inspectionDigital twinPrivate AIPeople and approvals CRM and customer requestsKept and extended, not replacedWork-order integrationFleet and cell dashboardsVision systemsSimulation before anything movesYour hardware or private cloudEquipment moves wait for a human
Typical for this kind of plant, not a picture of yours. The assessment's systems map draws your own.

Three pillars, one system

Connect what you already run, bring the machines into it, and keep the AI under your control.

  • Connect what you already run

    Most of our work extends what a client already owns. We connect the software, data and machines you have, add AI agents and an admin layer on top, and replace a system only when keeping it costs more than moving.

  • Machines, vision and simulation

    We connect robots to the rest of the business: fleet and cell dashboards, work-order integration, vision inspection, simulation before deployment, and training for the operators.

  • Private AI, under your control

    Language models and document search that run where you decide: your hardware, your private cloud, or an isolated environment we manage. Your data is never used to train someone else's model.

Your data stays where you put it

Read our data commitments
  • No training on your data
  • Every AI action is logged
  • People approve what matters
  • You own the code and the data
  • Confidential by default
  • Least access, reviewed

Industrial Systems Assessment

It covers one plant and one value stream, for one product family, and produces the Automation Blueprint: the plan and the fixed price for one pilot.

You get

  1. Systems map

    Every system, machine class, spreadsheet and hand-off, where data is re-keyed or lost, and who owns each system.

  2. Integration inventory

    For each system: the interfaces it offers, who owns access, and the security constraints.

  3. Operations console preview

    A clickable console of your value stream, labelled as a simulation, with no connection to your systems.

  4. 3 to 5 ranked opportunities

    Effort, dependencies and risks, and the baseline and metric that would prove each one. No promised outcomes.

  5. Automation Blueprint for one pilot

    Architecture, data handling and security model, acceptance criteria, a milestone plan and a fixed pilot price.

  6. Readout

    A leadership session, the written report, and every file handed over.

Investment$5,000–7,500

Fixed scope and price agreed before work begins.

Done when
The readout is held, all six deliverables are received, and you choose to accept the pilot scope, request one revision round, or decline.
You provide
A sponsor and a day-to-day contact, interviews with 4 to 6 roles, and read-only exports and screenshots.
Request the assessment

After the readout, if you choose:Systems Integration SprintPlant rolloutManaged Operations

Six phases, each one ends at a gate

You always know what is being built, what it costs and what has been proven so far.

  1. Discover

    A working session on your operations, systems and constraints. You leave with a short list of the builds worth doing first.

  2. Blueprint

    A written scope: architecture, data handling, security model, price and gates. Nothing starts until you sign it.

  3. Build

    Short cycles, with a working demo at the end of each one. You see progress in the product, not in slides.

  4. Harden

    Security review, load and failure testing, accessibility and performance checks before anything goes live.

  5. Train

    We train the people who will run the system and hand over documentation they can follow without us.

  6. Operate

    Monitoring, support and improvement under a service agreement, or a clean handover to your team.

  1. The assessment: Discover and Blueprint
  2. A pilot: Build, Harden and Train on one line or cell
  3. Managed Operations

Our rule at every gate: if something fails a check, we stop and tell you. No silent workarounds, no guessing, and a written record of what was tested.

See the shape of a connected system

Axis Forge Manufacturing is a fictional plant, and every figure in this demo is simulated. It shows the shape of a connected system, not a result.

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Manufacturing and robotics

Customer quoting on the outside, robot cells, work orders and a digital twin on the inside.

Both sides take your name as you type. Nothing is stored or sent.

What your customer sees

What your team sees

What is in this build

    What runs automatically

      What it connects to

        Every build is bespoke. The demo shows the shape; your version is designed around your operations, your tools and your security requirements.

        Scope this for my business

        One team, three cities

        Engineers, designers, robotics and simulation specialists, and business operators. We meet in person where it helps and work remotely nationwide and worldwide.

        Detroit area

        Our Midwest team, close to manufacturing, automotive and robotics.

        Chicago

        A representative available for in-person meetings with logistics, finance and professional services clients.

        Las Vegas

        Headquarters. Workshops, builds and in-person sessions, close to the hospitality, gaming and entertainment operators we know best.

        Questions buyers ask us

        How does a project start?

        With a discovery call, then a written blueprint covering scope, architecture, data handling, security, price and sign-off gates. Nothing is built until you approve the blueprint.

        Can you deploy AI without our data leaving our network?

        Yes. We deploy language models and document search on your own hardware, in your private cloud, or in an isolated environment we manage for you. Your data is not used to train shared models, and every AI action is written to a log you can export.

        Are the demos on this site real products?

        They are simulations of the kinds of systems we build, and the businesses in them are fictional. Each one shows a customer-facing front end and the admin system behind it, linked so that an action on one side appears on the other. Every client build is bespoke.

        Where is Carnival 12 Ai located?

        Our headquarters is in Las Vegas, Nevada. We have a team in the Detroit area and a representative in Chicago for in-person meetings. We work with clients nationwide and worldwide.

        Tell us what you need built

        A few lines is enough. The reply comes from someone who builds these systems.

        Starting point: Industrial Systems Assessment

        We use what you send only to reply to you.