You vibe coded it.
Now make it real.
Cursor, Claude, Lovable, v0 — your app works, and that's genuinely impressive. But before real users, real data, and real money touch it, it needs security, compliance, and infrastructure that hold up. That's where we come in.
The demo works.
Production is different.
AI is remarkable at getting to a working app. It's also remarkably good at quietly skipping the parts that keep an app safe in the real world.
- API keys sitting in client-side code
- Auth that was fine for a demo, not for strangers
- A database schema the AI picked for you
- No backups — one bad migration from losing everything
- Health data on servers that were never HIPAA-ready
- Deploys that only work from your laptop
None of this means you did anything wrong — it means you're at the step every successful product hits: the gap between working and production-ready.
Everything the vibe skipped.
A systematic pass over the parts AI tools gloss over — by engineers who've run production systems for years.
Security
Auth done right, secrets out of the client, input validation, rate limiting, and a review of every endpoint the AI wrote. We find the holes before someone else does.
HIPAA & compliance
Handling health data? We set up BAAs, encryption at rest and in transit, audit logging, and access controls — so PHI lives on infrastructure that's actually HIPAA-eligible.
Database
Schema review, migrations you can trust, row-level security, indexes for real query loads, and automated backups with tested restores. Your data, made durable.
Production standards
Tests where they matter, CI/CD so deploys aren't scary, error monitoring, and structured logging — the difference between hoping it works and knowing it does.
Hosting
Off your laptop and onto real hosting — Vercel, AWS, or what fits. Custom domains, TLS, environments for staging and prod, and deploys that roll back cleanly.
Infrastructure & scale
Infrastructure-as-code, sane environment config, caching, and an architecture that won't fall over when the launch actually works. Built for the traffic you want.
Audit. Harden. Launch.
You keep what you built — we make it trustworthy. Your codebase, your product, your vision. Our production experience.
Audit
We read every line your AI wrote — security, data, infrastructure — and give you a plain-English report of what's solid, what's risky, and what's urgent.
Harden
We fix the findings in priority order: lock down auth and secrets, shore up the database, stand up real hosting, wire in monitoring and CI/CD.
Launch & stay launched
You ship to real users with confidence — and we stay available for the scaling, compliance, and feature work that comes after a launch that works.
We vibe code too.
We just know where it bites.
ParallelTPA is an AI-first development firm — all US-based, all senior. We use the same tools you do, every day, so we know exactly where they shine and exactly which corners they cut.
Behind that is years of senior full-stack and enterprise experience: production APIs, HIPAA-adjacent health apps, e-commerce systems, and cloud infrastructure that scaled. Your app gets the judgment AI doesn't have yet — in your timezone, in your language, on your calls.
Senior US engineers.
Offshore prices.
Until now, you picked two: senior, US-based, or affordable. AI changes the math — it multiplies our engineers instead of replacing them, and fewer billable hours means the savings land on your invoice.
Offshore team
The rate looks great until the timezone gaps, the rework, and the code nobody on your side can vouch for. Cheap hours, expensive outcomes.
Traditional US agency
Senior engineers and real accountability — billed the old way, where every hour is a human hour. Quality you want, at a burn rate built for enterprises.
ParallelTPA
Senior US engineers working AI-first. The AI does the volume, our engineers do the judgment — so the hours drop dramatically, and the price drops with them.
Ship it for real.
Send us what you've built — a repo link, a deployed demo, even just the idea. We'll tell you honestly what it needs to go live, and what it doesn't.
Prefer email? info@paralleltpa.com