AI product engineering for Miami's fastest-moving platforms.
We build the whole AI-enabled product — the marketplace, the payment flow, the multi-sided platform — not just the model behind it. Senior engineers only, embedded inside your team, with the same production discipline we'd bring to a regulated build.
- Working hands-on within 6 weeks — not a 6-month statement of work
- Senior-only engineers with full Eastern Time overlap
- You own all IP, source, and models — zero lock-in
AI Product Engineering built for Miami businesses
From a first prototype to production-grade systems — every engagement is scoped, fixed-priced, and shipped by senior engineers.
Multi-Sided Platform Engineering
Most popularMarketplaces, two- and three-role products, and the permissioning, workflows, and access control that keep each side from stepping on the others.
Learn moreLLM Application Engineering
Production-grade GPT, Claude, and open-weight pipelines with retrieval, evals, and guardrails, wired into the product, not bolted on after launch.
Learn moreFintech & Insurtech-Aware Systems
Compliance-conscious data handling and audit-ready architecture as a baseline, not a specialty surcharge, for Florida's finance and insurance density.
Learn moreMonetization & Payments Integration
Stripe-backed subscriptions, payouts, and billing logic built in from the first sprint, not retrofitted once the product already has users.
Learn moreMLOps & Eval Harnesses
CI for prompts, regression suites, drift monitoring, cost dashboards — so model quality is observable, not vibes.
Learn moreProduct Strategy & Roadmap
Where to start, what to ship, what to defer — written down so leadership and finance can both sign off.
Learn more
Ready to build AI that ships in Miami?
Book a free 30-minute discovery call. Walk away with a clear plan and a fixed price — whether or not you work with us.
From first call to live software in four steps
Discovery call
A 30-minute working session. We map the problem, the data, and the fastest path to value — no obligation.
Fixed proposal
A clear plan, timeline, and fixed price within 48 hours. You know exactly what you're getting.
Build in sprints
A senior pod ships working software every week. You see progress in your hands, not in status decks.
Launch & support
We deploy, monitor, and pay accountability. Hand-off or ongoing support — your call.
Senior-only delivery
Every engineer on your account has shipped a production platform before. No bench rotation, no learning on your dime.
EST + LatAm overlap
Full workday overlap with the Northeast corridor, plus hours that stretch into Latin America's morning — useful when your platform serves both.
Multi-sided by default
We default to building for more than one user role from day one, because most Miami platforms need to.
Built for regulated industries
Security, auditability, and compliance baked in from day one — not bolted on before launch.
Senior work, measurable outcomes
“They embedded a senior pod in two weeks and shipped a working LLM copilot before our internal team had finished the spec. Genuinely the fastest, most accountable partner we've used.”
“We came in skeptical about AI ROI. They told us what not to build, then delivered a forecasting model that paid for itself in a quarter.”
Built so the only thing you
risk is a 30-minute call
Your idea and data are protected from minute one. Standard, no friction.
For open-ended hourly surprises. Agree the number up front.
Full IP, source, and models transfer to you. No lock-in, ever.
Miss the agreed date and the average is on us, not on your budget.
AI Product Engineering in Miami — answered
Don’t see your question? A senior engineer responds within one business day.
contact@bitrupt.coWhat does ai product engineering cost in Miami?
Do you have fintech or insurtech experience?
Can you build a multi-sided marketplace from scratch?
Do you handle payments and monetization, or just the product shell?
How do you price these engagements?
Proudly serving Miami & the surrounding Florida area
Remote-first with full Eastern Time overlap, on-site when it matters. We partner with teams across the region.