Your team built it with AI. We make it enterprise-ready.
Vibe coding gets you a working app in days. Getting it secure, scalable and safely deployed is a different job entirely. AI Surge takes the app your team built with AI and turns it into a production-grade cloud solution: hardened, integrated, and owned by you.
Productionising an AI-built app means turning a fast prototype into an enterprise-grade, deployed cloud solution. A vibe-coded app proves the idea, but usually lacks the security, testing, scalability, monitoring and governance a real business needs. AI Surge re-architects and hardens it into a secure, scalable system running in your cloud, integrated with your tools, and owned entirely by you, typically in a matter of weeks.
AI-built apps are brilliant at proving an idea and terrible at running a business. The demo hides what's missing: no real authentication, secrets hardcoded in the source, no tests, no error handling, one shared login, no backups, no monitoring, and no clear answer on where the data lives. The moment more than a handful of people rely on it, the cracks show, and your exciting prototype quietly becomes the shadow IT your security team worries about.
The same idea, held to two completely different standards. Closing that gap is the whole job, and it's what turns a clever prototype into something your business can actually depend on.
| What matters | Vibe-coded prototype | Production-grade cloud |
|---|---|---|
| Security & access | Shared login, keys in the code | SSO, roles, secrets secured |
| Reliability | Breaks under real load | Tested, monitored, backed up |
| Scalability | Fine for one, fails for a hundred | Scales with your organisation |
| Data & compliance | Unclear handling | Aligned to Australian privacy law |
| Maintainability | Only the author understands it | Documented, tested, handed over |
| Ownership | Trapped in a no-code tool | Yours, on your cloud |
The exciting part is already done. Everything below is the work most AI-built apps skip, and it's exactly what your security team, your auditors and your customers care about. We build it in from the start, we don't bolt it on at the end.
Authentication & Access Control
We replace shared logins with real identity: single sign-on, multi-factor authentication and role-based access, so every person sees only what they should. Access is least-privilege by default and reviewed over time.
Encryption Everywhere
Your data is encrypted in transit and at rest, so it's protected on the wire, in the database and in every backup. No plaintext secrets, no unprotected storage.
Secrets & Key Management
API keys and credentials come out of the source code and into a managed secrets vault, with rotation and tightly scoped access. Nothing sensitive is ever committed to a repository again.
Backups & Disaster Recovery
Automated, encrypted backups with point-in-time restore, plus a recovery plan we actually test. A mistake or an outage becomes a minor event, not a lost business, with clear recovery targets rather than hope.
Data Governance & Compliance
Clear data handling, retention and residency aligned to Australian privacy law, with personal data identified and controlled and every action logged. The app passes legal and security review instead of failing it.
Testing & Safe Releases
Automated tests and a proper CI/CD pipeline with staging environments, so changes are verified before they reach users and can be rolled back instantly if anything looks wrong.
Architecture & Scale
We re-architect the prototype into a cloud-native system that scales with demand, so it stays fast and stable whether ten people use it or ten thousand.
Monitoring & Reliability
Centralised logging, real-time alerting, error tracking and uptime monitoring, so problems surface to you first and downtime is measured in minutes, not customer complaints.
Hardening & Vulnerability Management
Ongoing dependency scanning, patching and security hardening, with penetration testing available, so known vulnerabilities are found and fixed before someone else finds them.
The internal tool your team spun up last month, before and after.
Impressive, and quietly fragile
- Runs on one laptop or a free tier
- A single shared login, keys in the code
- Falls over when the team actually uses it
- No backups, no monitoring, no audit trail
- Only the person who built it can change it
Solid enough to bet the business on
- Deployed in your cloud, across proper environments
- SSO and role-based access, secrets secured
- Scales cleanly as more of the business relies on it
- Monitored, backed up, and audit-ready
- Documented and handed over, so anyone can maintain it
No mystery, no endless rebuild. Each stage has a defined output, and most projects run in a matter of weeks.
Assess
We review the prototype's code, architecture, security and data handling, and give you an honest go, fix or rebuild call, with a fixed scope and price.
Architect
We design the target cloud architecture, security model and data design, so the rebuild is deliberate rather than another patch on a prototype.
Rebuild & Harden
We bring the app up to production standard: authentication, tests, secrets management, error handling and performance, keeping what's good and replacing what isn't.
Deploy
We set up your cloud environments, CI/CD pipeline and monitoring, and deploy the app properly, not from someone's laptop.
Handover & Support
We document everything, train your team, and stay on to monitor, maintain and extend it as the business grows.
The difference between a prototype and a production system is mostly the things you can't see in a demo. We build those in from the start, aligned to Australian privacy law and your compliance requirements.
- Authentication, SSO and role-based access control
- Secrets and credentials moved out of the code and secured
- Automated testing and a safe, repeatable release pipeline
- Logging, monitoring, alerting and backups
- Data residency and handling aligned to Australian privacy law
- Deployed on your cloud, documented and owned by you
Plenty of firms will advise you on AI. We take the app your team already built and get it live, safely, with one accountable Australian and New Zealand based team across architecture, build, security and support, and no offshore handoffs.
A prototype proves the idea. Production is where it starts paying you back.
Productionising an app pairs naturally with our custom MCP connectors for live system access, custom AI agents, and a full custom AI platform build, and it's a natural first step in a wider AI transformation.
What does "productionising" or "prototype to production" actually mean?+
Can you work with an app built in Lovable, Cursor, Replit, v0 or Claude?+
What makes an app "enterprise-grade"?+
Is our prototype's code salvageable, or do you start from scratch?+
How long does it take, and what does it cost?+
Where is it deployed, and do we own it?+
Is it secure and compliant with Australian privacy law?+
You've proven the idea. Now let's make it real.
Send us the app your team built, and we'll tell you exactly what it takes to get it secure, scalable and live. From assessment to deployed in weeks.
Book a Free Strategy Session →