Make Your AI-Built App Production Ready. Security Review, Refactor & Scale in Weeks.
- 200+ AI-generated codebases hardened for production. Cursor, Bolt, v0, Lovable, Claude Code, Replit prototypes → SOC 2 + ISO 27001 ready.
- AI generated code security review + architecture refactor + observability + CI/CD in 2–8 weeks. Fixed scope, fixed price.
- You own the hardened code, the tests, the runbook. Model-agnostic. No vendor lock-in.
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Trusted by Startups, SMBs, and Fortune 500 Brands
Trusted by 300+ Global Brands. Here’s What They Say.
Verified client feedback from CIOs, CTOs, and product leaders shipping production software with DreamzTech — the reviews behind our 96% retention rate and 200+ 5-star ratings on Clutch, Google, G2, and Goodfirms.
Everything Your Cursor / Bolt / v0 / Lovable App Needs Before It Ships
Six AI app hardening for production capabilities we ship on repeat. Your AI-built prototype is a proof of value — not a production system. We handle the AI generated code security review, refactor the shortcuts, wire the tests, add the observability, and lock down compliance. 2–8 weeks. Fixed scope. You own everything at the end.
- Claude
- Perplexity
- OpenAI
- Google Antigravity
- Gemini
- Grok
✓AI Generated Code Security Review · OWASP + SAST + Secret Scan
✓Architecture Refactor · From Prototype to Production AI Development
✓Test Coverage, CI/CD & Blue-Green Deploys
✓Production Observability · Errors, Traces, Cost, On-Call
✓Compliance Hardening · SOC 2, HIPAA, PCI-DSS, GDPR
✓Scale & LLM Cost Optimization
- Offices in Arizona & Nevada
- Inc. Regional 2026 Winner
- ISO 9001 / 27001
- SOC 2 Type II
- 300+ Global Clients
Recent AI App Hardening for Production Projects
Real AI-built prototypes hardened and shipped to production by DreamzTech — Cursor, Bolt, v0, Lovable, Claude Code, and Replit apps taken from vibe-coded MVP to enterprise-ready, with the security review, refactor, tests, observability, and compliance to survive real users.
YC Startup · Cursor + Lovable → SOC 2
YC Batch Startup — Cursor + Lovable MVP Hardened for SOC 2 in 6 Weeks, Closed Series A
A YC batch startup built their MVP in Cursor + Lovable in 3 weeks — hit product-market fit, got a Series A term sheet, and were told by their lead investor: "get to SOC 2 before wire." Our AI generated code security review found 73 issues (hard-coded Anthropic key in git history, IDOR on the tenant switcher, unbounded LLM cost per user, no RBAC on admin routes). We refactored auth to Clerk + SAML, moved secrets to Doppler, wired Sentry + Datadog + Vanta, added Playwright E2E on the money flows, and passed SOC 2 Type II on the first audit. 6 weeks total. Wire closed on schedule.
Series A SaaS · v0 + Bolt → Enterprise Ready
Series A SaaS — v0 + Bolt Dashboard Hardened for Enterprise SSO, SAML & Audit Logs in 10 Weeks
A Series A SaaS built their dashboard in v0 + Bolt — PMF nailed, self-serve growing, but three enterprise deals stalled on security review. RBAC was UI-only, no audit log, no SSO, secrets in .env checked to git. Our AI generated code security review + hardening added SAML + SCIM (Okta, Azure AD, Google Workspace), server-enforced RBAC, an immutable audit-log table with tamper-evident hashes, PII redaction on LLM prompts, and per-tenant data isolation with row-level security. 10 weeks. First enterprise contract signed the week after go-live. $1.2M ARR unblocked in the quarter.
Non-Technical Founder · Replit AI → 50K Users
Non-Technical Founder — Replit AI-Built App Refactored & Scaled to 50K Users in 8 Weeks
A non-technical founder built their consumer AI app in Replit AI over a weekend — picked up 8K organic signups in month one, but the app fell over at 2K concurrent, LLM cost was $9 per active user per month, and there were three P0 incidents in week two. We rewrote the persistence layer (SQLite → managed Postgres with connection pooling), moved LLM calls off the request path with BullMQ workers, added a Redis prompt + response cache with semantic-similarity dedup, batched OpenAI calls, and put Cloudflare + Vercel Edge in front. Result: 50K users at go-live, LLM + infra bill down 68% per user, zero P0s in the following quarter.
Three Ways to Make Your AI-Built App Production Ready. One Standard of Delivery.
Three delivery shapes tuned for where your AI-built app is today. Same senior engineers, same US-based Project Manager, same security + reliability discipline — structured to match how far along your prototype is and how fast you need to ship.
Path 01 · Readiness Audit
AI generated code security review + hardening punch list
Not sure what’s missing before you ship? Start with a 1–2 week Readiness Audit. Senior engineers do a full AI generated code security review, architecture assessment, and reliability check — and deliver a prioritized fix list with effort estimates. Fixed scope, fixed price. Credited toward hardening if you continue.
- 1–2 weeks · fixed $5K–$15K
- Full OWASP + SAST + secret + architecture review
- Prioritized punch list with effort estimates
Path 02 · Production Hardening Sprint
From prototype to production AI development in 2–8 weeks
Ready to ship? We take your Cursor / Bolt / v0 / Lovable / Claude Code / Replit prototype and make it production ready in 2–8 weeks. Security review + fixes, architecture refactor, tests + CI/CD, observability, and one compliance track (SOC 2, HIPAA, PCI-DSS, or GDPR). Fixed scope, fixed price.
- Full hardening pass: security + refactor + tests + observability
- One compliance track included (SOC 2, HIPAA, PCI-DSS, GDPR)
- Rollback runbook + on-call handoff at go-live
Path 03 · Dedicated Hardening Squad
Ongoing production hardening + iteration capability
Shipping multiple AI-built apps, or evolving one product fast? Get a dedicated squad of senior engineers — security, backend, DevOps, SRE — embedded on your team. Every new AI-generated feature gets hardened before it hits prod. From $22/HR. Scale on 30-day notice.
- Security + backend + DevOps + SRE squad
- Every AI-generated feature reviewed before prod
- From $22/HR · scale on 30-day notice
Why Trust DreamzTech to Make Your AI-Built App Production Ready?
The partner YC startups, Series A SaaS teams, and non-technical founders trust for the from-prototype-to-production AI development jump. 200+ AI-generated codebases hardened. Cursor, Bolt, v0, Lovable, Claude Code, Replit, Windsurf, Aider — we’ve reviewed them all. US-based project management. AI generated code security review by senior engineers, not a linter. Full IP + code ownership from day one.
Ship Your Vibe-Coded Prototype As-Is vs Hardened for Production — What Changes?
See what changes when you take an AI-built prototype and go through a proper AI app hardening for production pass with DreamzTech — security posture, test coverage, auth, observability, scale ceiling, compliance, and code ownership.
| Metric | Ship AI-Generated Prototype As-Is | DreamzTech-Hardened Production Build |
|---|---|---|
| Security posture | Secrets in .env · SQLi, IDOR, SSRF risks · no SAST | OWASP + SAST + secret-scan clean · Vault-managed secrets |
| Auth & RBAC | UI-only role checks · no MFA / SSO / SAML | Server-enforced RBAC · SSO, SAML, SCIM, MFA |
| Test coverage | <10% · you find bugs in production | Critical paths covered · unit + integration + E2E in CI |
| Observability | console.log · you learn from angry users | Sentry + Datadog + LLM cost dash · on-call alerts |
| Scale ceiling | Falls over at ~1–2K concurrent · N+1 queries everywhere | Load-tested to your target · caches, queues, autoscale |
| Compliance | "We’ll get to SOC 2 later" · blocks enterprise deals | SOC 2 / HIPAA / PCI / GDPR control-mapped in code |
| Code & IP ownership | You own it — but nobody can maintain it safely | 100% to client · runbook + on-call handoff |
Award-Winning Excellence in AI App Hardening for Production
Recognized globally as a top-tier partner for AI app hardening for production — Inc. 5000, Inc. Regional 2026, TIME Fastest-Growing 2026, Forbes Select 200, Clutch, Goodfirms, and G2 — for taking 200+ AI-generated prototypes from Cursor, Bolt, v0, Lovable, Claude Code, and Replit to enterprise-ready production, with US-based project management and full IP transfer.
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What Our Clients Say About DreamzTech
Real feedback from real engagements to help you make a confident decision.
"It's been really amazing since the time we have been involved with DreamzTech. We have been doing a lot and would not have been able to make it without the support from DreamzTech. We have achieved our goals, accomplished a lot of things. I just want to put this note for this possible team partnership with this big US firm that has a long long way to go."
"Ever since our collaboration with DreamzTech, our business is now known for its innovation and agility. We are able to deliver projects consistently on time and budget. Our technological capabilities have boomed with specific attributes put in place with our partnership with DreamzTech and your incredibly talented developers who work with us."
"It's a great pleasure to speak about DreamzTech. They have been our partner since the inception of our company. They helped us to build and scale our technology to all over the world that is being used by major brands today. Without their help we would not be able to achieve what we have today and I thank DreamzTech for all that they have done for us."
"It's been really amazing since the time we have been involved with DreamzTech. We have been doing a lot and would not have been able to make it without the support from DreamzTech. We have achieved our goals, accomplished a lot of things. I just want to put this note for this possible team partnership with this big US firm that has a long long way to go."
"Ever since our collaboration with DreamzTech, our business is now known for its innovation and agility. We are able to deliver projects consistently on time and budget. Our technological capabilities have boomed with specific attributes put in place with our partnership with DreamzTech and your incredibly talented developers who work with us."
"It's a great pleasure to speak about DreamzTech. They have been our partner since the inception of our company. They helped us to build and scale our technology to all over the world that is being used by major brands today. Without their help we would not be able to achieve what we have today and I thank DreamzTech for all that they have done for us."
A 4-Step AI App Hardening for Production Process Built for Outcomes, Not Billable Hours
From your first scoping call to production launch — clear milestones, weekly demos, senior engineers on the code. You see the security fixes land, the tests go green, and the observability dashboards fill in every week. No black-box “trust us” timelines.
Discovery & Readiness Assessment
30-minute scoping call. We look at your repo, hosting, auth stack, and compliance target. Roadmap and hardening estimate delivered in 24 hours.
Security Review & Fix List
Senior engineers do the full AI generated code security review — OWASP, SAST, secret scan, dep CVE, auth flow. Prioritized punch list with severity + effort estimate delivered end of week 1.
Refactor, Tests & Observability
2-week sprints. Security fixes land first, then architecture refactor, then test coverage, then CI/CD, then Sentry + Datadog + on-call. Every sprint ships to staging with a demo.
Production Launch & Handoff
Blue-green cutover to production. Compliance evidence package (SOC 2 / HIPAA / PCI / GDPR) handed to your auditor. On-call runbook + rollback docs handed to your team. Optional retainer for continuous hardening of every new AI-generated feature.
Frequently Asked Questions About AI App Hardening for Production
The cost, timeline, tooling, and compliance questions YC founders, Series A CTOs, and non-technical founders ask before they hire a partner to make their AI-built app production ready.