We build production-grade AI systems for enterprise teams. We've been inside the machine. We know where these projects fail. And we show up on Monday ready to build — not pitch.
The budget got approved. The mandate came from the top. And somewhere between the kickoff meeting and today, the proof of concept became a problem.
Token costs are out of control. You've got three vendors, two proof-of-concepts nobody uses, and a Slack channel called #ai-initiative that's gone quiet.
Your leadership is asking for an update. Your stakeholders are restless. And your bonus is tied to a deliverable that isn't delivering.
You're not behind because you didn't try. You're behind because most AI vendors are selling possibility, not delivery. Demos, not products. Roadmaps, not results.
We've spent 20 years inside enterprise organizations. We've watched AI initiatives stall. We've seen great ideas die in committee while the people championing them took the blame.
We know every single failure mode. And we architect around all of them — before the first line of code gets written.
We build things that ship. Things your team will actually use. Things you can put in front of leadership and be proud of. And when you do — you're the one who made it happen.
The executive gets the win. The manager gets the bonus. We get the work. Everyone goes home happy.
Most agencies make you choose: engineering or design. Build it or make it look good. We don't work that way.
AI pipelines, voice systems, data architecture, and the engineering judgment to know what will survive contact with real enterprise infrastructure. Formerly a Digital Solutions Architect at a major automotive OEM.
Brand-driven design, digital content systems, and the creative sensibility that makes AI tools feel like something people actually want to use — not something IT installed on them. Formerly a senior creative at a major automotive OEM.
Every engagement follows the same path: a focused sprint to prove the concept, then a full month to build and ship the real thing.
A fully designed, clickable prototype that communicates your AI concept with clarity and confidence. Real screens. Real flows. Board-ready. No backend needed to make the point.
A working frontend with live AI integration. Real data flowing through it. A real person can sit down, use it, and feel what the final product will be. This is what separates a demo from a product.
Auth, real backend, production AI pipeline, designed for real users. A complete, shippable product built with the full Small Machines AI treatment. Not a prototype you have to apologize for. A product your team will actually use and your leadership will point to.
Every service we offer connects to the same idea: your organization has expertise, knowledge, and a brand. AI should amplify all three.
Most AI assistants know everything about the world and nothing about your company. We fix that. An AI trained on your documents, your processes, your institutional knowledge — answering the way your best employee would.
Professional corporate video used to mean a six-week timeline. Our generative video pipeline delivers polished, on-brand content at a pace and cost that traditional production can't match. We built the Green Army AI video system on this pipeline.
Your leadership has a voice. We make sure it's heard at scale, on demand, without scheduling conflicts or studio time. Executive voice cloning for training content. Internal podcasts for teams that don't read emails.
From a brief conversation to a board-ready presentation. Our AI document pipeline takes what's in your team's heads and turns it into structured, professional content your leadership can act on.
End-to-end AI training platforms — not templates dropped into your LMS. Comprehension agents that verify actual understanding. Gamified experiences that engage. Dashboards that tell leadership what's working.
Your organization is generating more signal than ever. We layer AI-derived insights on top of your operational data so you're not just looking at what happened — you're understanding why, and what to do next. This is how AI ROI becomes visible.
Our fully built enterprise workplace safety platform. Five integrated systems. One platform. Built to handle the compliance requirements, engagement challenges, and reporting demands of serious enterprise environments. This is what we built when we decided to stop waiting for someone else to do it right.
Every client eventually asks: can you actually build something? The answer is on the App Store.
A story-driven project management app for founders — built entirely in-house. It's our answer to every client's unspoken question: can you actually build something?
The answer is on the App Store.
We started the studio because we knew there was a better way. Not better technology — better execution.
Small Machines AI was founded by two people who spent 20 years inside enterprise organizations — watching AI initiatives stall, watching vendors over-promise, watching great ideas die in committee while the people championing them took the blame.
We are an AI engineering and design studio. We build AI agents, generative content systems, enterprise training platforms, and communications tools. We've shipped our own products. We've built for real enterprise clients.
When you work with us, you get both of us — engineering and design, unified. You don't manage two vendors. You just get the thing built.
AI pipelines, voice systems, data architecture. Formerly a Digital Solutions Architect at a major automotive OEM with deep experience building AI systems that operate at enterprise scale.
Brand-driven design, digital content systems, the visual craft that makes AI tools feel like something people want to use. Formerly a senior creative at a major automotive OEM.
Whether you have a fully scoped project or just a problem you can't stop thinking about — we want to hear it. We'll tell you honestly what we can build, what it would take, and whether we're the right fit.
No pressure. No jargon. Just a real conversation with two people who've been exactly where you are.
Not sure where to start? A Sprint is the lowest-risk way to find out what's possible — and the fastest way to have something real to show.
Already know you need an enterprise training platform? Let's talk about Green Army — our production-ready safety training suite.
Have a specific initiative in mind? Tell us what you're trying to accomplish and we'll tell you exactly how we'd approach it.