DTG Data Tech Global · Production Engineering
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Production engineering for AI-built software

Built with AI.
Engineered by DTG.

You shipped something real with Lovable, Bolt, Replit or Supabase — in weeks, not months. Data Tech Global makes it production-grade and keeps it there: secure, scalable, and professionally maintained. Start with a free scan of your live URL.

Scan my app — free → Read the methodology

No signup · passive checks only · nothing touched on your app

PILLAR 01 · SECURE

Close the holes

RLS, exposed keys, broken auth — the vulnerabilities that ship by default. This is where most apps start with us.

Packages · Lockdown
PILLAR 02 · SCALE

Survive real load

Connection pooling, indexes, performance and data region — so launch day, the viral post, and the enterprise pilot hold up.

Packages · Scale · Residency · Own Your Stack
PILLAR 03 · SUSTAIN

Keep it running

Monitoring, patching, backups, incident response and feature support — DTG as your managed platform team.

Packages · Ops · Retainer

The evidence

98%
of independently scanned vibe-coded apps had at least one security issue.
16%
had a critical flaw — data anyone could read, or delete, with no login.
~70%
of sampled Lovable apps shipped with Row-Level Security disabled entirely.

Source: independent scans of 1,072 & 5,600+ Supabase-backed apps · CVE-2025-48757 (CVSS 9.3)

This isn't a criticism of how you built it. Building it that way was the right call. But the tool that's excellent at getting you to a working product isn't designed to get you to a safe, fast, compliant one. Those are different jobs — and the second one is ours.

— Data Tech Global · complementary to the AI tools, never competing with them

Where AI-built apps break

Five gaps between “it works on my screen” and production.

The builders all generate roughly the same stack — so the failure modes are predictable, and so are the fixes.

01 · SECURITY

Exposed by default

RLS disabled, service keys in the browser bundle, policies that look right and fail under test.

Package · Lockdown
02 · SCALE

Fine until launch day

Connection exhaustion, N+1 queries, no indexes, no load testing. Fails at the moment of success.

Package · Scale
03 · COMPLIANCE

Fails the questionnaire

Single-region data, no residency control — the first SOC 2 or Law 25 review stops the deal.

Package · Residency
04 · OWNERSHIP

Trapped on the platform

Subdomain trap, unpredictable credits, no code export. Exit cost rises with every user.

Package · Own Your Stack
05 · OPERATIONS

No safety net

One environment (production), no backups you've tested, no monitoring, no incident plan.

Package · Ops

Not sure which?

Run the free scan. It names the specific problems on your live app and which package closes each one.

→ Scan my app

The service ladder

Free diagnostic → fixed-scope fixes → a team that keeps it standing.

Fixed price, fixed scope, fixed timeline. No open-ended hours, no discovery-call gatekeeping.

TIER0

Free Scan

Passive check of your public URL — RLS status, exposed keys, headers, region. A specific, severity-rated finding in minutes.

Freediagnostic
TIER1

Production Readiness Audit

Full manual review across all categories → a prioritised roadmap with effort estimates. Credited in full against any sprint.

Get a quote →
TIER2

Remediation Sprints

Lockdown · Scale · Residency · Own Your Stack · Ops. Productized packages you can buy without a call, each closed by a verification re-scan.

Get a quote →
TIER3

Retainer · Managed Maintenance (Sustain)

Ongoing monitoring, patching, incident response and feature support — DTG as your fractional platform team. The relationship every engagement is built toward.

Get a quote →

Fixed fee, fixed scope, fixed timeline — value anchored to the alternative: a breach, a failed round, a lost enterprise deal. Contact us for a quote.

Before / after

Specific problems, closed and verified.

Seed-stage · Lovable

RLS off · 4 tables → 0 exposed

Founder had investor due diligence in nine days. Lockdown + Audit closed every critical finding; passed the security review.

Launch traffic · Supabase

p95 2,300 ms → 180 ms

Product Hunt launch was falling over. Pooler, indexes and N+1 elimination held the spike — 12× headroom on connections.

Enterprise pilot · Bolt

No export → Owned repo + CI/CD

Own Your Stack migrated off the subdomain without breaking OAuth callbacks or SEO. Data residency documented for the buyer.

Illustrative composite outcomes · real anonymised case studies to be published from the founding cohort.

Questions

What founders ask before the scan.

What is DTG Production Engineering?
It is Data Tech Global's service for taking software built with AI app builders — Lovable, Bolt, Replit, Base44, Bubble — to production and keeping it there. It works across three pillars: Secure (close the vulnerabilities), Scale (survive real load and real geography), and Sustain (professional, ongoing maintenance as your managed platform team). We are complementary to the AI tools, not a replacement for them.
Is my Lovable or Supabase app secure by default?
Usually not. In independent scans, 98% of vibe-coded apps had at least one security issue and 16% had a critical one — most commonly Row-Level Security left disabled, which makes the database readable by anyone with the key that ships in the browser. The free scan tells you your app's specific status in minutes.
How much does it cost to make an AI-built app production-ready?
The scan is free. Everything after it is fixed price and fixed scope — no open-ended hours: a flat-fee audit that we credit in full against remediation, individually priced remediation packages, and an optional monthly maintenance retainer. Tell us your app and stage and we'll send exact figures.
Do you touch or log into my app to scan it?
No. The scan uses only passive, non-intrusive checks of your public URL — no authentication attempts, no data retrieval, and no actions against your application.
Can you move my app off the platform without breaking it?
Yes. Our Own Your Stack package exports your code, sets up a repository and CI/CD, and migrates to your own cloud and custom domain without breaking OAuth callbacks or SEO. For platforms with no code export, we scope a rebuild-and-move path.
Will this help us pass a SOC 2 review or investor due diligence?
That is a core use case. We produce the architecture documentation, data-flow and residency mapping, and security remediation that security questionnaires, SOC 2, GDPR and investor due diligence all require. Founders most often come to us with a review or a fundraise on a deadline.

Our whole method is public

Read exactly what we check
before you spend a cent.

The full production-readiness checklist is published openly, and the free scan gives you a real finding on your own app. Trust is earned before the invoice.

Scan my app — free → Read the methodology