We build AI agents, private AI, admin systems, robot cell integrations, digital twins and the training to run them.
We extend the technology you already own with AI agents, automation and robotics, then shape it around the way your people work. The site, the admin behind it, the integrations and the security arrive as one system. Your data stays yours.
Each booth is a simulated build for a fictional business. Use the customer site, press its main button, and watch the request arrive in the admin system, where the AI agents pick it up.
Both sides take your name as you type. Nothing is stored or sent.
What your customer sees
What your team sees
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 businessEvery engagement starts with a sentence like one of these. Find yours, then open the system that answers it.
An AI front desk that answers, books, quotes and follows up around the clock, inside the tools you already use, and hands off to a person when it should.
See it answer in field servicesWe take it over the line: a security model, approval gates, monitoring, and training for the people who will run it. Most stalled pilots are missing those four things, not a better model.
See how every phase ends at a gatePrivate AI on your own hardware or inside your own cloud, with permissions that follow your documents and a log of every action the AI takes.
See private AI in a law firmWe extend what you own instead of replacing it: connect the ERP, the CRM, the spreadsheets and the machines, then put one admin system on top that your team can actually run.
See one board run a freight businessForecasts trained on your own history and wired into scheduling, prep and purchasing, so the forecast changes what happens tomorrow morning.
See a forecast write the prep listIntegration with your work orders, simulation before anything moves on the floor, fleet dashboards, and training for the operators.
See robot cells inside a plant consoleHands-on training on your own tools and your own data, from the leadership briefing to the operator's chair, in a private workspace.
See a private training cohortEverything we build is bespoke: your name, your workflow, your words. Type your business name into the Midway and watch any of the twelve systems become yours.
Put your name on a demoA demo is easy. A system your staff trust with real customers, real money and real equipment is the actual job. We write the security model, the approval gates and the training plan before we write code.
Eight services, one team. Most clients start with one and add the others as the system grows.
We build AI agents that take routine work off your team: intake, scheduling, follow-up, invoicing, reporting. Each agent works inside the tools you already use, logs every action, and hands the decision to a person when the stakes call for it.
Process mapping, agent design, tool integrations, approval gates, monitoring.
See it in field services
Customer portals, admin back ends, APIs and mobile apps, designed and built as one system so the front end, the data and the operations stay in step.
Product design, web and mobile, admin consoles, payments, integrations, testing.
See it in retail
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.
Private model deployment, permission-aware search, audit logs, adversarial testing.
See it in legal
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.
Integration, digital twins, vision systems, operations consoles, operator training.
See it in manufacturing
Unreal Engine 5 environments for training, planning, visualization and entertainment, streamed to a browser or shipped to PC, console and mobile.
Digital twins, training simulators, browser streaming, multiplayer back ends.
See it in gaming
Executive briefings, hands-on team workshops and operator training, in person or remote, so the people who inherit the system can run it with confidence.
Leadership briefings, team cohorts, operator certification, private workspaces.
See it in education
Roadmaps, vendor selection, build-or-buy decisions and go-to-market support from people who have run technology businesses, not only written about them.
Strategy sessions, technical due diligence, fractional leadership, business development.
Meet the consulting side
Hardening, monitoring, backups, incident response and steady improvement under a service agreement, or a clean, documented handover to your own team.
Security reviews, managed hosting, monitoring, support agreements.
Read our data commitments
Data sovereignty means you decide where your data and your AI run, who can reach them, and what record is kept. We design for that from the first diagram.
Models, search and agents run inside your building or data center. Can be fully disconnected from the internet for defense, healthcare, legal and industrial work.
Deployed into your own cloud account and network, under your keys and your access rules. We build it; you hold the controls.
We host and operate it for you in an environment dedicated to your company. Nothing is shared with other clients, and you can move out at any time.
You always know what is being built, what it costs and what has been proven so far.
A working session on your operations, systems and constraints. You leave with a short list of the builds worth doing first.
A written scope: architecture, data handling, security model, price and gates. Nothing starts until you sign it.
Short cycles, with a working demo at the end of each one. You see progress in the product, not in slides.
Security review, load and failure testing, accessibility and performance checks before anything goes live.
We train the people who will run the system and hand over documentation they can follow without us.
Monitoring, support and improvement under a service agreement, or a clean handover to your team.
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.
The engineering discipline is the same for a resort group, a ten-person shop or a founder with an idea. The way we engage is what changes.
| Enterprise and mid-market | Small business | Individuals and founders | |
|---|---|---|---|
| A typical first project | One high-value workflow automated end to end, or a private AI deployment built for production from the start. | A website with the admin and automations behind it, or an AI front desk that answers, books and follows up. | A prototype or first product, or one-to-one training on AI tools. |
| How we engage | Statement of work, security review and your procurement process. | Fixed scope and price agreed before work begins. | A fixed-scope sprint or advisory sessions. |
| Where it runs | Your hardware, your private cloud, or isolated managed hosting. | Managed hosting with your data isolated from every other client. | Your own accounts, handed over in full. |
| After launch | Service agreement, training programs and a roadmap. | A support plan sized to the business. | Documentation, and help when you ask for it. |
We only recommend what we have shipped. Our own products are where new technology gets tried first, under real load, before it reaches a client. Client work stays confidential; these do not have to.
Ironics is our robot arena game, built on Unreal Engine 5 and now in open beta at ironics.org. Players build a robot and own it. The game is the visible part. Behind it we built player accounts, a server-authoritative economy and marketplace, matchmaking on dedicated cloud servers, a player web portal and an automated build pipeline.
It is the clearest example of what we mean by a whole system: every purchase, match and login crosses several services, and each one is verified on the server, logged and recoverable.
Our sister company for digital twins and industrial simulation: automated Unreal Engine pipelines, browser-streamed 3D, live data from the physical world, and portability across cloud providers and on-premises hardware. Epic MegaGrants recipient. Visit ir4.io
Skill-based robotics entertainment designed for Las Vegas venues, where game systems, physical robots and venue operations have to work as one show.
Reel Big Fish, a pro fishing league with physics and scoring decided on the server so tournaments are fair on every platform. Drone XL, high-speed drone racing and leagues. Drift Kartz, kart racing. All three are built for the same player-owned economy as Ironics.
AI agents move 3D assets from concept to game engine through checkpoint gates, manifests and audit trails. When a check fails, the agent stops and reports. The same discipline goes into every client automation.
Engineers, designers, robotics and simulation specialists, and business operators. We meet in person where it helps and work remotely across the United States.
Headquarters. Workshops, builds and in-person sessions, close to the hospitality, gaming and entertainment operators we know best.
Our Midwest team, close to manufacturing, automotive and robotics.
A representative available for in-person meetings with logistics, finance and professional services clients.
Good systems fail inside bad business plans. Our consulting practice, led with Calvin Toone and more than 30 years of business development experience, helps clients decide what to build, how to fund it and how to take it to market.
You get a named lead, direct access to the people doing the work, and a written record of every decision. Client care continues after launch: support, training refreshers and regular reviews of what the system should do next.
Carnival 12 Ai designs, builds and operates software, AI agents and robotics systems. A typical project includes the customer-facing site or app, the admin system behind it, the automations that connect them, and the security and training needed to run it.
No. We work to enterprise standards for enterprises, small businesses and individuals. Small businesses usually start with a fixed-scope build. Individuals and founders usually start with a prototype, an MVP or one-to-one training.
Yes. 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.
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.
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.
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.
We connect robots to the rest of the business: fleet and cell dashboards, work-order integration, vision inspection, simulation and digital twins before deployment, and operator training.
Yes. We run executive briefings, hands-on team workshops and operator training, in person or remote. Training is also part of every system we deliver, so the people who inherit it can run it.
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 across the United States.
A few lines is enough. The reply comes from someone who builds these systems.
