AWS consulting for AI-built apps

You built it.
Now let's make it work at scale.

We help founders take AI-built apps from "works on my laptop" to "handles real users, real traffic, and real payments" on infrastructure that stays dependable and cost-aware.

Your app, your decisions, my expertise.

Production readiness snapshot

The gaps that show up after the demo works

Launch-ready

Traffic spikes

Know what happens if 500 people sign up in the same weekend.

Cost surprises

Avoid the jump from a cheap test bill to a painful production bill.

Payments and data

Tighten the parts that need to be dependable before you ask for money.

Launch risk

Find the first weak spot before your users find it for you.

What the work usually covers

Traffic

Handle launch spikes without guessing what breaks first.

Costs

Keep AWS spend predictable before it turns into a surprise.

Trust

Protect payments and user data well enough to charge for the product.

What changes next

Building the app was the easy part.

You used AI to build something that actually works. That matters. Most people never get that far.

The next gap usually is not more features. It is infrastructure: the parts that feel invisible with one user and suddenly matter a lot when real people start signing up, paying, and expecting the app to stay online.

Traffic shows up all at once

The first real launch almost never behaves like local testing or a quiet beta.

Costs jump faster than expected

A cheap setup can get expensive quickly when usage, storage, or background jobs start stacking up.

Trust becomes part of the product

If people are paying or sharing data, the bar for security and reliability changes immediately.

The first thing to break is rarely obvious

Queues, databases, auth, and third-party services tend to fail in ways that are easy to miss until users depend on them.

This is not a knock on what you built. It is just the reality of what comes next when an app starts turning into a real product.

Why me

The same expertise. Smaller blast radius.

Before working with indie builders, I was an AWS Professional Consultant advising government teams and large enterprises on cloud infrastructure.

I have seen the kinds of production problems that do real damage: unstable launches, confusing outages, cost spikes, and architecture choices that look fine until the app starts getting used.

Now I bring that same thinking to founders who already built something real and want help getting it production-ready without over-engineering it.

AWS-first experience

Production-readiness decisions come from real AWS consulting work, not generic startup advice.

Government and enterprise exposure

The standards were higher, the systems were more sensitive, and the mistakes were more expensive.

Outage and incident perspective

I know what a bad production day looks like and how to reduce the odds of one before launch.

Cost-aware architecture

The goal is not to build the biggest system. It is to build the right one for where your app is now.

How it works

What working together looks like

Every app is different, but the shape is usually the same: figure out what you have, decide what actually needs to change, launch with fewer surprises, and keep making better decisions as the product grows.

Assess

I review what you built, how it is hosted, and where the production risks are so you get an honest picture of what is ready and what is not.

Architect

We design the right AWS setup for the next stage of the product without dragging you into a giant rebuild you do not need yet.

Launch

I help you ship in a way that is more secure, more stable, and less likely to surprise you with a painful bill after launch.

Grow

As traffic and revenue pick up, I help you decide what to change, what to postpone, and what can stay exactly as it is.

If you later need a deeper architecture review or ongoing technical advisory help, we can do that too, but the homepage stays focused on getting your app ready for production.

Let's talk about what you've built.

Send me a note about the app, where it's hosted today, and what feels risky or unclear. No pitch, no pressure. Just an honest conversation about what needs attention next.

Email is easiest. I'll reply with the right next step.