UnfoldCRO
// AI App Development

Build AI-Native Apps That Survive Past the Demo

An AI app is not a wrapper around a model. It is a product, with auth, billing, retention, ops, and a UX that hides the model's edges. We build AI-native apps that ship, scale, and earn revenue.

Web · Mobile · DesktopAI-Native UX PatternsAuth · Billing · OpsBuilt to Scale Past 100K Users
live track record
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shopify stores optimised
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Ready features
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Crafted by UnfoldCRO

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Shopify Partner

The Problem

AI Demos Are Cheap. AI Products Are Hard.

Cool Demos Without a Business Underneath

A working demo is 10% of an AI product. Auth, billing, retention, support, ops, and the UX that hides model failures are the other 90% — and that is where most projects stall.

Architecture That Cannot Scale

Synchronous in-process model calls fall over at the first traffic spike. Real AI apps need queues, streaming, retries, and a model-routing layer that can survive a vendor outage.

UX That Exposes the Model

Latency, partial outputs, and confidence levels need to be designed into the UI. Apps that wait silently for 12 seconds lose users in the first session.

Unit Economics That Do Not Work

If every active user costs more in tokens than the price plan covers, the product loses money on every signup. Cost engineering has to be designed in from the first sprint.

AI Apps Built Like Real Products, Not Hackathon Wins

We build AI-native apps end-to-end: AI orchestration, backend, frontend, mobile, ops, and the unit-economics work that makes the business viable. We treat the model as one component of a real product, not the whole product.

AI orchestration layer with model routing, retrieval, and graceful failure handling

Modern backend (Node, Python, Go) with proper queues, streaming, and observability

Web, mobile, and desktop frontends with AI-native UX patterns

Auth, billing, subscription tiers, and the ops tooling to run a real product

Cost-per-user dashboards and the routing logic to keep unit economics positive

// ready when you are

Have an AI App Idea?

Book a call. We will sharpen the product story, scope the build, and propose a 12-to-20 week plan to public launch.

Book a call

What You Get

Your AI App

AI Orchestration Layer

Model routing, retrieval, function calling, evals, and the abstractions that let you swap providers without a rewrite.

Backend & API

Production-grade backend in Node, Python, or Go with queues, streaming, retries, idempotency, and observability.

Frontend & Mobile Apps

Web (Next.js, React), mobile (React Native, Swift, Kotlin), and desktop (Electron, Tauri) with AI-native UX patterns.

Auth, Billing, & Ops

Auth, subscription billing (Stripe, Paddle), usage metering, and the admin and support tooling to operate the product.

Data & Retrieval

Database design, vector store, retrieval pipeline, and the data tooling that grounds AI features in your customers' data.

Cost Engineering

Per-user cost tracking, token routing, prompt caching, and the dashboards that keep unit economics positive.

How It Works

From Idea to Live App

1

Product Definition

Who is the user, what is the wedge, what is the willingness to pay. We refuse to start coding until the product story is sharp.

2

Prototype

Working prototype against real users in 2 to 4 weeks. We learn fast and cheap before committing to the full build.

3

Architecture & Build

Backend, frontend, AI layer, billing, ops — built in parallel by a small senior team. No five-month upfront design phases.

4

Beta & Cost Modeling

Closed beta with real usage. Per-user costs and quality metrics monitored daily. Pricing and packaging adjusted before public launch.

5

Public Launch

Launched on a watched canary, scaled gradually. Marketing, billing, support, and ops all production-ready on day one.

6

Operate & Iterate

We do not disappear after launch. We operate the app, ship improvements weekly, and grow it with you for as long as you want.

Typical results

Results That Speak

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Projects Delivered

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Industries Served

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Weeks From Kickoff to Public Launch

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K+ Users Supported on Initial Architecture

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Gross Margin on AI Plans

0.0%

Production Uptime

What Our Clients Say

Testimonials

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Rajkumar Venkatachalam

E-Commerce Expert | Conversion & Retention Strategist | Co-Founder of Neidhal.Com, Neidhal.Com

I have been working with Adarsh for the last 8 months. He helped in creating my website with utmost professionalism and dedication. I was so impressed with his work and attitude, that I have taken his services to develop website for few of my know D2C brands. We can easily find highly technical people but along with that its difficult to find people with work ethics. Adarsh has this rare combination, he is brilliant at his work and at the same time he understands the problems of D2C brand owners face. He would suggest good and affordable apps, concepts, features that will enhance the websites usability. He is going to be my go to person for all my development needs. To put it short, he doesn't develop functional websites, but develops the one that is Performing.
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Abhijith Shetty

Founder, Gubbachhi | MICAn | Digit Insurance, McCann, Dentsu, Lowe Lintas, Leo Burnett, Tech Mahindra, Gubbachhi

Adarsh has been an extremely valuable partner for us at Gubbachhi. With quick TATs and a highly responsive team, Adarsh is a great resource to have by your side!
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Surbhi Sarda

SEO Strategist | Guiding Brands for Local & AI Search Ready

I've had the privilege of working with Adarsh Patil for over a year, and he is truly a hardcore tech powerhouse. His depth of knowledge and hands-on expertise — especially in Shopify — is remarkable. You name it, he can build it, fix it, or optimize it with precision and creativity. Adarsh has an exceptional ability to think outside the box, turning complex challenges into smart, practical solutions. His dedication, problem-solving mindset, and willingness to go the extra mile make him an invaluable asset to any project.
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Nikita Sharma

Founder | Guide Businesses in Brand Perception & Digital Experience, ICraftAds

I have the privilege of working alongside Adarsh, and I can confidently say he is the kind of strategic partner every business leader values. He is a rare professional who converts challenges into scalable growth opportunities. Adarsh combines deep technical expertise with strong commercial acumen, proactively identifying high-impact growth levers and consistently delivering measurable ROI across every project. A true one-man powerhouse, he takes complete ownership of initiatives, ensuring flawless execution and exceptional outcomes.
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Ajay Binani

AI Automation Systems Learner | Author & Speaker on Minimalism, Get You At

Occasionally, you meet people who are actual problem solvers. Adarsh is one of them. You have a problem regarding website development on Shopify; he is your go-to person. But that's just the top of his personality. The beauty comes from what lies within — a humble, smiling & silent person who looks forward to contributing to the work he does. Not building any short-term solutions. They say a person is known by his product. Look at the work Adarsh has done, and you can understand the clarity he has in his field. He is not just about websites. He is about solutions on the digital end. Lastly, he is genuine. Best wishes Adarsh. Look forward to grow together. Cheers!
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Samriddhi Nagdev

Founder - Artcetra Design Studio | Brand Identity Designer, Artcetra Design Studio

I've had the pleasure of working with Adarsh on 10+ projects over the past year, and every single one has been a reminder of why he's Artcetra's go-to person for UI, UX, Web Design & Development. His ability to quickly understand project requirements, anticipate potential challenges, and deliver clean, efficient code on time is unmatched. Adarsh is not just technically skilled, he's proactive, collaborative, and genuinely invested in making each project better than we envisioned. Whether it's a tight deadline, a complex feature, or a complete pivot mid-way, he handles it all with calm professionalism and a problem-solving mindset. I can't recommend Adarsh enough.
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The Difference

Why UnfoldCRO?

Full-Stack AI Engineers

We do not split AI from product engineering. The same team designs the orchestration layer, the backend, and the UI — so nothing falls through the cracks.

Unit Economics Discipline

We design pricing and packaging alongside the product. Most AI apps die because the math does not work — we make the math work first.

AI-Native UX

Streaming, partial outputs, confidence cues, and graceful failure modes designed into the UI — not bolted on after launch.

Built to Operate

Every app ships with the dashboards, support tooling, and runbooks needed to actually run it. We do not hand you a code dump and walk away.

FAQs

Frequently Asked Questions

// ready to ship?

Ready to Get Started?

Book a discovery call. We will sharpen the idea, propose the architecture, and ship a working prototype in 2 to 4 weeks.