System development
Production-grade systems
Our work is based on decades of experience building and operating production systems.
Your idea, made real
We build real software
for founders
Machine Intent designs and builds production systems for founders and growing teams. We turn product vision into working software, with full visibility and control at every step. From product design to prototypes and working software, you get a foundation to build on.
_capabilities
Our capabilities, your needs
Foundation Table stakes
Product design
Zero-to-one product thinking
We have built products from zero, unified products to align with user workflows, and built business ops systems.
AI-first
Automated by construction
All coding, configuration, and deployment is automated with AI. Process constraints ensure that a correct result is not accidental, but inevitable.
Skills What makes us unique
Scalable dev automation
Dual-use testing methodology
We build systems around module interfaces, with our own unique testing methodology. Dual-use tests enforce behavioral alignment between tests, app code, and mocks. AI is able to pinpoint exactly where a bug occurs.
Founder insight
We think like founders
We understand founders: how they think, their priorities. After a couple hours of learning your strengths and market perspective, we can help you refine your ideas and realize them with originality.
Product design methodology
Outside-in, layered process
We apply a layered process for product exploration and design. It starts with the 'outside': market, opportunity, users. Then we develop usage scenarios which define product behavior and the shape of the product. You have max visibility and control at each step.
Role What do you need?
Venture partner
Zero to one, ready for one to 100
You want to define and build an MVP to test against the market. Sharply scoped, rapidly built, reliably operated. We can take you from zero to one. And deliver a system that is prepared to go from 1 to 100.
Scalable engineering
Right-sized engineering upgrades
You have an effective product, but it's getting difficult to maintain and improve it. We can give you practical options for upgrading your engineering, right-sized for your needs.
Fractional CTO
Impact, not billed hours
You need technical leadership on your project, suited to the size of your business. We can help you get your return on tech investment. Our focus is on maximizing impact, not billed hours.
_case_study
From zero to one,
in eight weeks.
We took a founder's market thesis from notebook to operating MVP - a marketing site and a mobile-installable web app, shipped together and ready to scale.
● // app
● // website
● // client
“I'm thrilled! The app is
amazing. I knew the outcome I wanted (mostly). They gave me the roadmap,
and brought me to my destination. Wireframes helped me see my ideas in
sketch form. Overall, the process was seamless.
”
- testimonial · Aaron Crowley
_contact
Built by a founder,
for founders.
Ryan Smith · founder & principal
I'm Ryan, founder and principal at Machine Intent. Twenty years shipping products across startups and enterprise, now partnering directly with founders to turn product vision into working software. Engagements run through me end-to-end: design, architecture, code, and the operating system around them.