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
4.9/5
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Trusted by teams in Fintech industries
NORTHWINDMeridianCIVIC&COHalcyonBrightspireVantage
150+
Products shipped
12 yrs
Building software
4.9/5
avg. client rating
40+
Senior AI engineers
What we build

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.

Most popular
Multi-Sided Platform Engineering

Marketplaces, two- and three-role products, and the permissioning, workflows, and access control that keep each side from stepping on the others.

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LLM Application Engineering

Production-grade GPT, Claude, and open-weight pipelines with retrieval, evals, and guardrails, wired into the product, not bolted on after launch.

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Fintech & 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.

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Monetization & Payments Integration

Stripe-backed subscriptions, payouts, and billing logic built in from the first sprint, not retrofitted once the product already has users.

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MLOps & Eval Harnesses

CI for prompts, regression suites, drift monitoring, cost dashboards — so model quality is observable, not vibes.

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Product Strategy & Roadmap

Where to start, what to ship, what to defer — written down so leadership and finance can both sign off.

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Why Bitrupt

The AI partner Miami teams actually keep

01
Senior-only delivery

Every engineer on your account has shipped a production platform before. No bench rotation, no learning on your dime.

02
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.

03
Multi-sided by default

We default to building for more than one user role from day one, because most Miami platforms need to.

04
Built for regulated industries

Security, auditability, and compliance baked in from day one — not bolted on before launch.

How it works

From first call to live software in four steps

01
Discovery call

A 30-minute working session. We map the problem, the data, and the fastest path to value — no obligation.

02
Fixed proposal

A clear plan, timeline, and fixed price within 48 hours. You know exactly what you're getting.

03
Build in sprints

A senior pod ships working software every week. You see progress in your hands, not in status decks.

04
Launch & support

We deploy, monitor, and pay accountability. Hand-off or ongoing support — your call.

Proof

Senior work, measurable outcomes

5 weeks to production
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.
Director of Engineering
Insurance Group · Atlantic Region
ROI in one quarter
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.
VP Operations
Logistics & Supply Chain
No-risk engagement

Built so the only thing you
risk is a 30-minute call

NDA before the first call

Your idea and data are protected from minute one. Standard, no friction.

Fixed-price option

For open-ended hourly surprises. Agree the number up front.

You own everything

Full IP, source, and models transfer to you. No lock-in, ever.

On-time or we keep working

Miss the agreed date and the average is on us, not on your budget.

Questions

AI Product Engineering in Miami — answered

Don’t see your question? Email contact@bitrupt.co — a senior engineer responds within one business day.

What does ai product engineering cost in Miami?
Most engagements start with a fixed-price pilot (typically $15k–$40k) so you can prove value before committing to a longer build. Full production AI products generally range from $50k to $250k depending on data readiness, integrations, and compliance needs. You get a fixed number up front — never an open-ended hourly meter.
Do you have fintech or insurtech experience?
Compliance-aware data handling and audit-ready architecture are our baseline, not an add-on — Florida's insurance and fintech density makes that the default expectation, not the exception.
Can you build a multi-sided marketplace from scratch?
Yes — distinct workflows and permissions per user type are one of our most common builds. Our Trivbiz case study shipped three separate roles on one platform in 16 weeks.
Do you handle payments and monetization, or just the product shell?
Both. Stripe-backed subscriptions, payouts, and billing logic are usually wired in during the first build phase, not retrofitted after the product already has users.
How do you price these engagements?
Monthly retainers for embedded pods, fixed-scope for discovery and prototypes. No per-seat licensing markup on model APIs — you pay providers directly.
Service area

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.

MiamiMiami BeachCoral GablesFort LauderdaleDoralHialeah
We also build in

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.

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