new: for ai-built app

You built a product with AI tools.

We make it ready for the real world.

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Supabase

Production-ready engineering for apps built with AI coding tools

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AI gives you functionality.
We make it secure, scalable, and ready for real users.

AI coding tools are excellent at building features quickly.But production software requires more than working code — secure authentication, scalable architecture, reliable infrastructure, observability, and engineering decisions that AI still can't make consistently.

COMMON CHALLENGES STANDING BETWEEN YOUR AI-BUILT APP AND PRODUCTION

01

Your app isn't ready for real users

Authentication gaps, exposed secrets, insecure database access, and other security issues that can put your users and business at risk.

02

It works today, but won't scale tomorrow

Infrastructure and architecture that perform well with a handful of users but struggle under real production traffic.

03

Performance slows as your product grows

Slow API responses, inefficient database queries, and backend bottlenecks that affect the user experience.

04

Reliability issues appear after launch

Unexpected failures, unstable user flows, missing test coverage, and production issues that reduce confidence in your product.

05

AI and infrastructure costs keep growing

Unoptimized AI usage, cloud infrastructure, and database operations that increase operational costs as usage grows.

06

Production requirements block your launch

App Store requirements, privacy regulations, and production standards that prevent a smooth release.
What we help with

ADDING THE ENGINEERING THAT AI CAN'T GIVE YOU

Architecture

We help you build a codebase that's ready to scale, with no ceiling on growth.

Security

We close the gaps AI leaves open — exposed secrets, weak auth, unsafe RLS, OWASP vulnerabilities, PII exposure.

Code Completion

We help you see where your code is fragile, and give you an honest call on build-on vs. rebuild.

Reliability

We stabilize user flows, cover backend paths, and add real tests — no more surprise breakages.

Cost Control

We bring LLM/API usage, database efficiency, and cloud spend back under control.

Compliance

We help you meet App Store / Play Store requirements, GDPR basics, and AI feature compliance.

Third-Party Integrations

We connect APIs and external platforms reliably and securely, without fragile glue code.

Performance

We add error handling and test coverage, so your app holds up at 100x traffic.

Who Is This For

SUPPORT FOR TEAMS AT EVERY STAGE

Solo Founders

You've built your AI product. We help you launch safely and keep improving without hiring a full engineering team

Funded Startups

You proved your idea with an MVP. We help you prepare for investors, enterprise customers, and production scale

Non-Technical Founders

You built your product with AI. We become your engineering team so you can focus on growing the business

Agencies & AI Builders

You deliver AI-powered products for clients. We handle production engineering, security, and scaling behind the scenes

Where Do You Need Support?

Go Live

Preparing to launch your product and make it available to real users.

Move Beyond MVP

Moving beyond MVP and preparing for your first stage of growth.

Make It Production-Ready

Getting your product ready for real users, real traffic, and daily operations.

Rescue

Getting an existing product back on track and moving forward again.

Technical Risks

Making sure security, payments, compliance, and technical risks are under control.

Strengthen the Infrastructure

Connecting third-party APIs, services, and systems to expand product capabilities.

What You Get

Choose your starting point

Audit First

Light audit: 1–2 days • Full audit: 3–5 days

Fixed-price audit, then T&M monthly cap

For those who need a clear technical diagnosis before starting.

Review codebase and architecture

Assess security, reliability, and scalability

Document production-readiness gaps.

Deliver prioritized findings and recommendations

Start implementation with the engineering team

request audit

Fast Track

most popular

Start within days, not weeks

No paid audit, no separate gate.

For those who need to ship or fix their product immediately.

Review the current product

Assemble the right engineering team

Start fixing launch and production gapsD

Ship improvements in weekly iterations

Continue with ongoing product support

start fast

Why Gilzor

We take AI-built apps beyond any stage and bring them into production-ready systems that can handle real users, real traffic, and real operational risk.

What we bring

Experience

7+ years building and shipping mobile and web products in production

Production takeovers

Taking over AI-built and legacy codebases and bringing them to production stability

Real product exposure

Payments, subscriptions, marketplaces, and high-traffic consumer apps in production

Scale experience

Systems with real users, real load, and real cost constraints (not demo environments)

Team capacity

11 senior mobile engineers + 3 QA on the bench

What makes us different

Speed of execution

Fast delivery cycles without sacrificing production quality

Production mindset

Focus on shipping, stability, and real users

Hands-on delivery

We build and fix systems directly, not just recommend changes

Flexibility in execution

Work adapts to the codebase — no forced rewrites or rigid frameworks

Long-term engineering partner

Designed to stay after launch and support real production systems

Products we've built & scaled

Data MANAGEMENT & payroll

AI Payroll Platform (NDA)

Europe

An AI-powered payroll validation platform that extracts data from salary slips, verifies payroll calculations, and automates reporting and approval workflows for HR and finance teams

Before
after
Manual payroll validation
17% fewer salary calculation errors
Complex PDF extraction
AI-powered PDF data extraction
Manual approval workflows
Automated payroll validation and reporting workflows
 Limited processing scalability
Scalable platform for payroll processing
AI Commerce PlatformE

QLode

USA
Europe

An AI-powered fashion commerce platform that helps retailers deliver personalized shopping experiences through virtual styling, AI recommendations, image search, and intelligent product discovery.

Before
after
AI search didn't scale
AI-based recommendation engine developed
Scalable infrastructure needed
Image & text search implemented
Complex retailer integrations
Multi-retailer integration architecture built
Product discovery wasn't production-ready
High-performance backend for AI-driven flows
The Problem

AI helped you build it. We help you finalize it.

Your product has functionality. It still needs engineering. Most AI-built apps look finished: UI is working and flows are live. But under the hood, you start running into issues you didn’t account for.

Need Help Launching

Launch blockers delaying release and production deployment.

Migration Problems

Platform, infrastructure, or architecture migrations require a safe transition.

Security Questions

Uncertainty around authentication, permissions, data protection, and security risks.

Costs Are Growing

Development costs keep increasing, but progress is getting slower.

App Store Rejected

Store review requirements preventing App Store or Play Store approval.

Fragile Foundation

Bugs, failures, and edge cases start appearing once real users arrive.

What our clients
frequently ask

Do you rebuild everything?

No. We keep what works. The assessment determines whether the right path is Go, Fix, or Rebuild.

What if I only need help with one specific area?

That's fine too. Some clients come for launch support, others for security, scaling, infrastructure, payments, or App Store release.

Do you need access to our repository?

For meaningful work, yes. We can start with a live URL or passive review, but a proper assessment requires read-only repository access.

How much of the product needs to be finished before we talk?

You don't need a fully completed product. Many teams come to us while preparing for launch or before major growth.

What if we're using multiple tools and technologies?

That's normal. Modern products often combine multiple frameworks, services, APIs, and AI providers.

Can you work with an existing development team?

Yes. We can support your current team, fill specific engineering gaps, or take ownership of selected areas of the product.

Ready to

discuss

your

project?

Book a 30-minute call.

Let's talk business.
But you first.
Let's talk business.
But you first.
Let's talk business.
But you first.
Let's talk business.
But you first.

Bring your product to the next stage.

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