
We engineer the
software of what's
coming next.
O2M Labs is a senior collective shipping SaaS platforms, AI systems and cloud infrastructure for startups and enterprises — without the agency overhead.
Engineering services that compound your team.
Six focused practices, one senior team. Engage us for a single sprint or as your long-term technical partner.
Full-Stack Web & App
Production SaaS platforms, dashboards, marketplaces and APIs. We architect for scale from day one.
- → React, Next.js, Vue, Angular
- → Node, Nest, FastAPI, Django
- → React Native & Flutter
AI & Machine Learning
From RAG agents to computer vision pipelines — we ship AI features that actually move metrics.
- → LangChain, LlamaIndex, Hugging Face
- → PyTorch, TensorFlow, CUDA
- → OCR, NLP, recommendation engines
Cloud & DevOps
AWS-first cloud architecture with Terraform, EKS and zero-downtime deploys baked in.
- → EC2, ECS, Lambda, RDS, S3
- → Terraform, CDK, CloudFormation
- → GitHub Actions, GitLab, Jenkins
AI-Native Automation
Compound your team with intelligent workflows — built on Lovable, n8n, Make and custom agents.
- → Internal tools & dashboards
- → Workflow + LLM orchestration
- → MLOps & data pipelines
Database Engineering
Schema design, query optimisation, sharding and migrations for systems under real load.
- → PostgreSQL, MySQL, MongoDB
- → Redis, DynamoDB, Firebase
- → Replication, partitioning, backups
CMS & eCommerce
Headless storefronts and content systems integrated with payments, search and analytics.
- → Shopify, WooCommerce
- → WordPress, Laravel
- → Stripe, payment integrations
Engagement models
Pick the model that matches your stage. Switch anytime — we adapt to how you build.
Real systems, real outcomes.
A selection of recent engagements across SaaS, healthcare, AI, video and EdTech — shipped end-to-end.
Software Engineer in Healthcare Product Development
HD Video Streaming Platform
Conversational AI Chatbot for Digital Engagement
Command Tactical Training
Comvo — The app that lets you speak
StepUp Tutoring Platform
TeamingPro Platform
Neural Earth — Climate Risk Analytics
Triage Partners — Workflow Automation
Want a deeper walkthrough?
Book a call →A predictable path from idea to production.
Five stages. Senior owners on every one. No subcontractor handoffs.
Discovery
We map your goals, constraints and existing stack. You walk away with a clear scope, risk list and timeline — even if you don't hire us.
Architecture
Senior engineer drafts the system design: data model, APIs, infra, observability. Reviewed with you before a single line is written.
Build
Weekly demos, daily Slack, trunk-based development. You see progress every Friday and can redirect without friction.
Ship
Zero-downtime deploys, automated CI/CD, runbooks. We launch carefully — not heroically.
Scale
Performance work, cost optimisation, observability and on-call coverage as you grow.
Every Friday. Recorded, async-friendly.
Linear Jira board you actually own.
No account managers between you and engineering.
A senior collective for teams who can't afford to be slow.
O2M LLC is a small studio of expert-vetted engineers, designers and AI specialists. We've shipped for solo founders, YC startups, agencies and Fortune 500 teams.

Senior Full-Stack · $100/hr
Expert-Vetted (Top 1% globally), with $7.4m+ delivered and 105k+ engineering hours logged across SaaS, fintech, AI and high-traffic platforms. Perfect client satisfaction record across every engagement to date.
How we operate.
Senior-only
Every engagement is led by an engineer with 8+ years shipping production systems. No junior bait-and-switch.
Architecture-first
We invest the first week in a design that survives the next two years — not the next sprint.
Boring where it matters
Postgres, Node, AWS — we use what's been proven for the load-bearing parts of your system.
AI where it pays off
Lovable, n8n, LangChain and custom agents to compress timelines from months to weeks.
Transparent communication
Daily Slack, weekly demos, shared roadmap. No black-box agencies.
Over-deliver
We routinely flag improvements outside scope. Healthy systems > shipped tickets.
Trusted by teams shipping at the frontier.
From research labs at MIT to fast-moving healthcare and education platforms — a small selection of teams we've shipped production systems with.


























Have an ambitious idea?
We've already shipped it.
Tell us what you're building. We'll respond within one business day with a clear scope and a realistic timeline.
Start a project
