Building What's Next in
AI & Modern Software.
Founded by Mohit Punyani, MP AI Labs is an independent modern technology studio. We partner with ambitious founders, startups, and growing enterprises to engineer practical AI workflows, high-speed web apps, and reliable digital systems — with zero sales middleware and 100% transparency.
Our Non-Negotiable Standards
The core engineering tenets that guide every architecture review, database model, and pull request.
Radical Simplicity
We avoid premature optimization, unnecessary microservices, and bloated dependencies. We build clean, extensible architectures that solve immediate business goals while remaining easy to maintain.
Production Resilience
End-to-end type safety with TypeScript, resilient error boundaries, idempotent operations, and observable telemetry. Every system is built to survive real-world production edge cases.
Honest Transparency
Zero synthetic hype. If a simple SQL query or script solves your problem better than an AI model, we tell you directly. We only commit to timelines and architectures we can engineer to perfection.
What We Engineer
Our specialized technical disciplines built on battle-tested toolchains and modern standards.
Autonomous AI & Agents
Multi-agent workflows, tool-calling agents, local & cloud LLMs, and strict-citation RAG retrieval pipelines.
Full-Stack Web Engineering
High-speed web platforms, Next.js App Router, React Server Components, and edge-rendered architectures.
Cloud, DevOps & Docker
Containerized microservices, automated CI/CD test pipelines, Terraform IaC compliance, and high availability.
Data & Event Pipelines
High-throughput background jobs, Redis Streams, ETL transformation pipelines, and PostgreSQL indexing.
Meet the Founder
Direct access to principal engineering leadership — no account managers playing telephone.
Mohit Punyani
Founding leader and principal systems architect at MP AI Labs. Directing technology vision, AI workflows, and modern software engineering for startups and growing businesses.
Explore More of MP AI Labs
Our Delivery Process
Inspect our 7-stage software development lifecycle with bi-weekly sprint reviews and zero surprises.
Technologies & Stacks
Explore our modern battle-tested stacks across Next.js, Python, PostgreSQL, Docker, and open-source AI.
Careers & Culture
Learn about our remote-first engineering culture and open roles for ambitious builders.
Ready to Build Your AI-Powered Future?
Tell us what you're building. We'll analyze your requirements, recommend the right technical architecture, and share an actionable plan.