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AI-first studio · India · Est. 2023

Design, code, and hard AI — under one roof.

MIS is a senior three-person studio shipping product design, full-stack engineering, and real AI systems end-to-end. We build what most agencies outsource.

Book a discovery callView our work
RESPONSE
< 24h
TEAM
Senior only
OUTSOURCING
Zero
STACK
Trusted by innovative technical teams
  • Vertex
  • Synthetix
  • Nexus
  • Forge
  • Quantum
Core Capabilities

Build with SDKs for modern architectures

We ship clean product engineering, low-latency LLM/RAG pipelines, and customized edge control programs. Built directly on robust, production-ready libraries.

Next.js
React
Python
PyTorch
NVIDIA Jetson
C++
Explore our core services
Technical Forge

Integrate with the tools you already love

We bridge the gap between algorithms and cloud backends. Direct integrations with highly scalable vector indexes, low-bandwidth satellite compression, and native servers.

AWS Cloud
PostgreSQL
Redis Cache
gRPC API
NVIDIA CUDA
Vector DB
See our build process
Capabilities & Differentiators

Engineered to perform. Positioned against the default.

We combine high-performance engineering, embedded edge control, and production AI. Here is what we deliver, and how we differ.

AI Application Development

Custom LLM fine-tuning, RAG pipelines, and auto-scaling vector database architectures. We turn state-of-the-art research into reliable, production APIs.

Senior-Only Teams

No junior handoffs. Your project is architected and executed by seasoned engineers and principal designers from day one.

snr-lead
Principal
snr-dev
Dev Eng
snr-dsn
UI/UX

Zero Resellers or Outsourcing

Everything is built in-house. Strict control over code quality, security posture, and design fidelity. No brokers.

Autonomous & Edge Systems

GPS-less drone systems, sensor fusion, and Jetson-class edge inference for real-world autonomous deployments operating in signal-degraded environments.

Weekly Iterative Releases

Weekly builds, transparent changelogs, and a working prototype you can click through every single week.

DOING
Jetson SLAM model quantization
Verify maps geohash indices
DONE
Firestore security rules lockdown

Under 24h Responses

We keep a clean public calendar. Pick any open slot and talk to a principal architect immediately. No gatekeepers.

End-to-End Delivery

Whiteboard strategy through cloud infrastructure. We own the whole lifecycle — design, engineering, AI pipelines, and final deployment.

AUTO_DEPLOY_PIPELINERUNNING
Compile Android App (Kotlin)
Verify Firebase security rules
Build Next.js admin console
Ping perfectstitch.online

High-Performance Interfaces

Mission-critical dashboards and cross-platform apps built for heavy data streams and sub-millisecond rendering.

INTERFACE_TELEMETRYACTIVE · 60FPS
Case Studies — Archive / Recent

Engineered outcomes, not feature dumps.

A selection of structural solutions for complex computational problems. We don't build features — we build foundations.

All work
High-fidelity technical wireframe of an autonomous drone flight path in a dark, industrial aesthetic
SYS_01

AI Drone Navigation

GPS-denied autonomous flight

PythonC++CUDAROS 2Jetson
Abstract glowing network nodes on dark server-infrastructure lines
NET_02

Team Lemuria Cloud Platform

Architect Platform & Client Portal

Next.jsTypeScriptgRPCPostgresAWS
Sleek mobile app wireframes over a dark minimal background
APP_03

JornE App

AI-first travel companion

React NativeNext.jsTypeScriptAI EngineWebSocket
Glow wireframes of Customer App, Provider App, and Web Admin dashboard
SYS_04

Perfect Stitch

On-demand tailoring + cleaning platform

KotlinJetpack ComposeFirebaseNext.jsTypeScript
Process — How we work

Four phases. No surprises.

Every project moves through the same four deliberate phases. You see it all — scope, architecture, build, ship.

Full process
  1. 01

    Discover

    A 30-min technical fit call. We audit your architecture, surface risk, and scope a phase-one rollout before anyone signs anything.

  2. 02

    Architect

    We design the whole system — data model, infra, UI, and AI boundary — on paper first. No surprises once code starts.

  3. 03

    Build

    Senior hands only. Weekly builds, transparent changelog, deterministic release cadence. You get a working thing, every week.

  4. 04

    Ship & Sustain

    We deploy to your cloud, harden it, and stay on hand for iteration. No handoffs, no juniors parachuted in at month 6.

Voice — Client Feedback

What partners
actually say.

Real statements from engineering managers and technical leads who built production systems with us.

"We're building at a pace that wasn't possible without a team of this calibre."

P

Program Director

Autonomous systems

Start a project
FAQ

The honest version.

Straight answers, no qualifiers. If you need more detail, book the call.

Ready to build?

Tell us what you're trying to ship.

A 30-minute technical fit call. We audit your architecture, surface risk, and scope a phase-one rollout — before anyone signs anything.

Book a discovery call See the work