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AI-Native Product Engineering Studio

Build AI-Powered Products That Scale

We help startups and enterprises ship AI products, Flutter apps, and RAG systems — senior engineers, 10+ years of product experience.

Products & clients we've built for

Bell CanadaBell CanadaEnterprise
BPBPEnterprise
AmbeeAmbeeSeed-funded
MaidMeMaidMeNorway
News in LevelsNews in Levels1M+ users
Lazy KetoLazy Keto4M+ downloads

How we use AI internally

Most agencies list AI as a service. We use it inside our own engineering process — to ship better software, faster, with fewer defects. Here's exactly what that looks like day-to-day.

AI-Assisted Development

Every engineer on the team uses Claude and Copilot as part of their daily workflow — for drafting implementations, catching edge cases, and accelerating the parts of coding that are repetitive by nature. We treat AI as a senior pair-programmer, not a code generator.

Claude-Powered Code Review

Before a PR is reviewed by a human, it goes through a Claude-based review pass that checks for logic bugs, security issues, missing error handling, and code style. Human review then focuses on architecture and product decisions — the things AI still misses.

Automated Test Generation

We use AI to generate unit tests, edge case coverage, and integration test scaffolding directly from the implementation. This gives us broader test coverage without proportional time cost — and catches regressions that hand-written tests miss.

Documentation Generation

API docs, component specs, and onboarding guides are generated from source code and kept in sync automatically. No more docs that go stale two sprints after they're written — or documentation that only exists in the head of the original developer.

Developer Productivity Systems

Ticket writing, sprint planning notes, standup summaries, and client update drafts all run through structured AI workflows. Engineers spend their time on the code, not the overhead that surrounds it.

Context-Aware Debugging

When something breaks, we pipe logs, stack traces, and recent diffs into a Claude-based debugging workflow that narrows the problem space in minutes. What used to take an hour of manual log-reading now has a strong hypothesis in under five.

These aren't tools we demoed once. They're the actual workflows our engineers use on every project — including yours.

We're not just another dev shop

Founded by engineers from NIT Kurukshetra, we've spent over a decade building products that ship, scale, and succeed. Now we bring AI into that process — as a tool, not a talking point.

Founded by engineers, led by product thinkers

Our co-founders — Shubham Jain (CTO) and Vivek Bansal (CEO) — are NIT Kurukshetra alumni who've been building software products since 2013. That engineering DNA runs through everything we do.

Meet the founders

Engineering-first, AI-informed

We lead with code quality, scalable architecture, and clean patterns. We use AI where it genuinely improves our output — not where it just makes demos look impressive.

Fast, iterative delivery

We ship in short sprints with AI-assisted workflows that accelerate what used to take days. You see working software every week — not a status update.

No AI hype, real outcomes

We ask whether AI actually solves the user's problem — or just adds a chatbot to something that didn't need one. We build AI features that earn their place in the product.

Built to scale

Every system we build is designed with scale in mind. From database schema to cloud infrastructure — we architect for the next 10x.

Senior-led teams

No juniors-only shops. Your project is led by experienced engineers with 5-10+ years of production experience in their domains.

Long-term partnership

We don't disappear after launch. Maintenance, iteration, and growth support are part of how we work with clients long-term.

A process that actually delivers

No surprises. No delays. Just a structured, transparent process designed to get your product from idea to production.

01

Discovery & Scoping

We begin with deep discovery — understanding your users, business goals, technical constraints, and success metrics. This shapes everything that follows.

1–2 weeks
Product brief
Technical spec
Project roadmap
Team proposal
02

Architecture & Design

We design the system architecture and UI/UX simultaneously. Your design system and technical foundation are built to support the full product vision, not just v1.

2–3 weeks
System architecture
Figma designs
API contracts
Database schema
03

Build & Iterate

We build in two-week sprints with weekly demos. You see real, working software — not PowerPoint decks. Feedback loops are tight and changes happen fast.

Ongoing sprints
Working software
Sprint demos
Test coverage
Code reviews
04

Launch & Scale

We handle deployment, performance optimization, and monitoring setup. Post-launch, we stay on as your engineering partner for iteration, growth, and scaling.

Ongoing
Production deploy
Performance audit
Analytics setup
Support SLA

What our clients say about us

Don't take our word for it. Here's what the people we've built with have to say.

5.0 / 5.0 · Upwork
Vivek and his team are great to work with! They are highly experienced and knowledgeable. They also do excellent work in adapting to new requirements and features as the project moves forward. They ask the right questions that makes you implement the correct approach for your application. A pleasure to work with and will continue to work with this team!
MM
MaidMe
Cleaning Marketplace App · Norway
Crinoid Technologies

Technologies we excel at

From LLMs and vector databases to mobile and cloud — we work with modern, battle-tested tools chosen for production readiness, not hype cycles.

AI & LLMs

OpenAI
Claude
LangChain
Vector DBs
RAG
n8n

Mobile

Flutter
Dart
Kotlin
Swift

Frontend

React
Next.js
TypeScript
Tailwind

Backend

Node.js
Python
Go
GraphQL

Cloud & Infra

Firebase
AWS
GCP
Docker

Databases

PostgreSQL
Firestore
MongoDB
Supabase

Tools

GitHub
Figma
Stripe
Sentry

Ready to build something great?

Tell us about your project and we'll get back to you within 24 hours. No lengthy proposals — just a focused, honest conversation about what you need to build.

Response within 24 hours
Free initial consultation
No commitment required