One expertise. Three ways to engage.
We get AI-built products ready for real users. That is the whole job. Depending on where your team is, the engagement takes one of three shapes: we lead delivery, we reinforce your team, or we provide fractional product engineering. Same senior people, same production judgment, different seat at the table.
Pick the shape that matches your team, not a service menu.
We lead delivery
You bring the idea or the prototype, we carry the build. We scope phase one, settle technical direction, deliver in controlled sprints, and stay on after launch. Fixed price, scoped after the audit.
We reinforce your team
You have builders, maybe an AI-assisted workflow that already got you far. We add the production experience: senior review, architecture direction, security and deployment decisions, and honest calls on what is launch-blocking.
Fractional product engineering
When full-time technical leadership is not the right move yet, we handle architecture direction, sequencing, vendor evaluation, delivery accountability, and plain-language translation for the people writing the checks.
Every shape draws on the same production playbook.
We build with the same AI tools you use. The difference is that we already know what production requires, so each round of work moves the product toward done instead of around in circles.
Readiness audits
Name what actually blocks launch: auth, data boundaries, deployment, security exposure, and support. The audit is the first deliverable in almost every engagement.
Phase-one planning and blueprints
Define what the first phase should prove before budget goes into build work, and reduce scope until the plan is small enough to ship and strong enough to learn from.
MVP and product builds
Design, build, and ship the first product in controlled sprints with a fixed price agreed up front.
Prototype hardening and cleanup
Take vibe-coded and AI-built prototypes to production without throwing away the momentum that got them here.
LLM and agent security
Review prompt injection, data leakage, tool permissions, and output validation for products shipping AI features.
Post-launch support and hardening
Keep fixes, releases, and follow-on work with the team that made the original tradeoffs.
Not sure which shape fits? Start with a readiness audit.
Bring the product, prototype, or team situation. We will tell you whether the next step is direct delivery, reinforcement, or fractional leadership, and what it costs. Engagements start at $4k, fixed price.