We take AI-built products and help launch, stabilize, scale them for real users and real production use.
Book a CallYour 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.
Launch blockers delaying release and production deployment.
Platform, infrastructure, or architecture migrations require a safe transition.
Uncertainty around authentication, permissions, data protection, and security risks.
Development costs keep increasing, but progress is getting slower.
Store review requirements preventing App Store or Play Store approval.
Bugs, failures, and edge cases start appearing once real users arrive.
AI-built products that are live, launching, or starting to break.
Startups preparing for customers, investors, and growth.
Built the product. Need engineers to run and evolve it.
Need a trusted production partner behind client projects.
Preparing to launch your product and make it available to real users.
Moving beyond MVP and preparing for your first stage of growth.
Getting your product ready for real users, real traffic, and daily operations.
Getting an existing product back on track and moving forward again.
Making sure security, payments, compliance, and technical risks are under control.
Connecting third-party APIs, services, and systems to expand product capabilities.
Different stages bring different challenges. We help you navigate each one.
You've built a working product and are preparing for real users.
You're getting ready to go live or have just launched.
The product is live and starting to grow.
From customer-facing apps to the systems behind them.
For AI-built mobile apps preparing for launch, App Store review, growth, or stabilization.
Mobile architecture
Launch support
Testing
Release readiness
Store compliance
App Store/ Google Play Shipment
AI-built web products that need production readiness, reliability, and tech support.
Deployment & production setup
Authentication & access control
Database hardening
Monitoring & observability
Testing & reliability
Website Migration
The systems behind your product that keep it secure, scalable, and operational.
Security & data protection
Scalability
Infrastructure reliability
Data protection
LLM cost control
Performance under load
Code structure, scalability limits, and growing technical complexity.
Exposed secrets, keys leakage, weak auth, missing authorization, unsafe Supabase RLS, OWASP vulnerabilities, injection risks, PII exposure
Brittle areas, untested load-bearing code, and an honest read on build-on vs. rebuild.
Broken user flows, unstable backend paths, missing tests, error handling gaps, real-traffic failures
LLM/API usage, database inefficiency, cloud spend, token waste, scaling cost spikes
App Store / Play Store requirements, GDPR basics, data handling, privacy rules, AI feature compliance
Connecting APIs, services, and external platforms reliably and securely.
Error handling, test coverage on critical paths, behaviour under load, bottlenecks at 100× traffic.
From modern development stacks to fully functional, user-friendly products.
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
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
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.
7+ years building and shipping mobile and web products in production
Taking over AI-built and legacy codebases and bringing them to production stability
Payments, subscriptions, marketplaces, and high-traffic consumer apps in production
Systems with real users, real load, and real cost constraints (not demo environments)
11 senior mobile engineers + 3 QA on the bench
Fast delivery cycles without sacrificing production quality
Focus on shipping, stability, and real users
We build and fix systems directly, not just recommend changes
Work adapts to the codebase — no forced rewrites or rigid frameworks
Designed to stay after launch and support real production systems
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
An AI-powered fashion commerce platform that helps retailers deliver personalized shopping experiences through virtual styling, AI recommendations, image search, and intelligent product discovery.
Book a 30-minute call.
