Product & engineering studio · iOS, Android & web

We build AI‑native apps
people actually want to use.

Neural Labs is a product and engineering studio building ambitious AI-powered apps for iOS, Android, and the web. You work directly with the people designing and building your product, from the first idea through launch.

Tell us what you're thinking → How we think

Rough idea? Messy notes? That's a fine place to start.

3 Platforms: iOS, Android,
and the web

1 Team, idea to launch
the people you talk to build it

AI Designed in from day one
never bolted on later

Here's what changed since yesterday.

Show me why

What we build with

Swift & SwiftUI Kotlin & Jetpack Compose React Native On‑device & cloud ML LLM & RAG pipelines Supabase & Firebase

How we think about AI

AI should change what the product can do.

We don't start with "where can we add AI?"

We start with the user. What could this product understand, automate, predict, create, or personalize that wasn't practical before?

Sometimes that's conversation. Sometimes it's computer vision, recommendations, intelligent automation, or AI working quietly in the background.

The technology should serve the product, not become the product.

Where we do it better

The parts of an AI app
users actually feel.

AI that feels instant

Nobody wants to stare at a loading spinner while an LLM thinks. We build streaming conversations, memory, smart fallbacks, and the infrastructure behind them so AI interactions feel fast and natural.

Tokens on screen in milliseconds, not a spinner.

Summarized your notes. Three things need a decision.

Make it shorter

Smart without the round trip

Vision, speech, and inference that run on the phone when it matters. The camera reacts right away, features keep working offline, and sensitive data never has to leave the device.

Some things shouldn't need a server.

An app that gets to know you

Personalization and recommendation systems that improve with every session. We design the data model and feedback loops up front, so the product gets more useful the longer someone uses it.

Day 90 should feel better than day 1.

Everything in between

Idea to App Store,
without the handoffs.

Design, engineering, AI, and launch all live with one team. Nothing gets lost between a designer, a dev shop, and an ML contractor.

Mobile apps, done properly

Swift/SwiftUI and Kotlin/Compose when you want it to feel right at home on the platform, or React Native when one codebase is the smarter call. We'll tell you which, and why.

AI that's part of the product

Copilots, retrieval (RAG), on-device inference, recommendations, personalization. Wired into the core experience, not a chat window stuck on the side.

The backend behind it

APIs, auth, and data on Supabase, Postgres, and serverless edge functions. Built for real users and real traffic, not just the demo.

Product & interface design

We help decide what to build, then design it. Motion, typography, and interaction get thought about from the first wireframe, not painted on at the end.

Getting it out the door

Store listings, review compliance, TestFlight and beta rollouts, analytics and crash reporting. Launch day should be boring.

Shipping after launch

Launch is the start. We keep releasing features, upgrading models, and tuning performance, on retainer or sprint by sprint.

How we work

Four steps. Same people
the whole way.

Figure out what we're actually building

We start with the problem, not a feature list. We'll pressure-test the idea, figure out where AI genuinely helps, and define a version worth shipping.

Discover

Make it feel real

We turn the idea into screens you can actually react to. You'll see the product taking shape before we've spent months building it.

Design

Build the real thing

No throwaway prototype. We build the app, backend, and AI systems together so what you test is on its way to becoming the product you'll ship.

Build

Put it in people's hands

We handle the last mile to launch, watch how people actually use the product, and keep improving it from there.

Launch & iterate

Who you'll work with

Built by people who actually build.

AI has made it possible to build products that simply weren't practical a few years ago. But there's a big difference between putting a chatbot in an app and building software where AI genuinely makes the product better.

That's what we focus on.

We work directly with founders and teams to figure out what should be built, design the experience, engineer the product, and get it into users' hands.

✓
You talk to the people doing the work. No account managers, no relay. The people in the room design and write the code.
✓
We'll tell you what we think. Including when the answer is a smaller first version, or not using AI for a particular feature at all.
✓
Real software from the start. Real auth, real data, real crash and performance monitoring, so there's no rewrite between prototype and product.
✓
iOS feels like iOS. Android feels like Android. We don't ship the lowest common denominator.
✓
We stay after launch. Iteration is part of how we work, not a separate contract.

Let's talk

Got an app idea you can't stop thinking about?

Tell us about it. It doesn't need to be fully figured out. That's part of what we're here for. Send the idea, the messy notes, or the deck, and we'll talk through what it would take to build it.

Tell us what you're thinking →

hello@poweredbyneural.com · A real person replies, usually within one business day.

We build AI‑native apps people actually want to use.