AI-Native Software Engineering

Architecting the Future of Digital Ecosystems.

Metrix Lab builds AI-native web, mobile, and enterprise software - intelligent chatbots, workflow automation, and machine learning woven into products engineered for scale and performance.

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  • Engineered for scale
  • AI-native delivery
  • Enterprise-grade security
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  • 120+ Projects shipped
  • 40+ Clients worldwide
  • 99.9% Uptime delivered
  • 8+ Years engineering
Why Metrix Lab

Engineered for velocity, scale & longevity

We don't just write code. We build resilient systems that move fast today and keep performing as you grow.

Rapid Delivery

Ship production-grade software fast, without cutting corners or accruing technical debt.

Enterprise Scalability

Architectures engineered to handle millions of users and events without breaking a sweat.

Future-Proof Architecture

Modular, maintainable systems built on tomorrow's standards, ready to evolve with you.

What We Build

AI woven into every layer we build

From AI chatbots and workflow automation to intelligent web, mobile, CRM, and ERP platforms - we embed intelligence at every layer, held to one obsessively precise delivery standard.

AI Chatbots & Virtual Assistants

Conversational AI and LLM-powered assistants trained on your data - support, sales, and internal bots that answer instantly and stay live 24/7 across web, app, and messaging.

Intelligent Process Automation

AI agents and N8n workflows that run operations end to end - automated data pipelines, document processing, and smart API orchestration that removes manual busywork.

Custom AI & Machine Learning

Bespoke models for predictive analytics, NLP, and computer vision - from detection systems to recommendation engines, fine-tuned and deployed straight to production.

AI-Integrated Web Platforms

High-performance web apps and PWAs with AI built in - semantic search, smart recommendations, and generative features on scalable, enterprise-grade architecture.

AI-Powered Mobile Apps

Native Android (Kotlin, Jetpack Compose) and premium iOS apps with on-device and cloud AI - smart personalization, vision, and voice features that feel effortless.

AI-Enhanced CRM Solutions

Custom and integrated CRMs with AI at the core - automated lead scoring, smart follow-ups, and conversation insights that turn your pipeline into revenue.

AI-Driven ERP & Enterprise Systems

Tailored ERP platforms that centralize operations and layer in AI - demand forecasting, anomaly detection, and automated reporting across the entire business.

Data & Predictive Analytics

Real-time dashboards and forecasting pipelines that turn raw data into decisions - unified data platforms with predictive models baked into the workflow.

DevOps, MLOps & CI/CD

Automated delivery for apps and models alike - CI/CD, MLOps pipelines, cloud infrastructure, and secure, observable deployments that ship with confidence.

How We Work

A proven path from idea to impact

No black boxes. A transparent, milestone-driven process that keeps you in control and your project on schedule - from first call to ongoing scale.

  1. Discovery & Strategy

    We map your goals, users, and constraints into a clear technical roadmap with fixed, measurable milestones.

  2. Design & Architecture

    Pixel-precise interfaces and a scalable system design - reviewed and signed off before a line of production code is written.

  3. Build & Iterate

    Agile sprints with working demos every cycle. You see progress continuously and steer priorities as we go.

  4. Launch & Scale

    Production deployment, monitoring, and a support partnership that keeps your product fast and resilient as you grow.

Our Technology Stack

Engineered on a future-proof stack

Every Metrix Lab build runs on a carefully chosen, production-hardened toolchain - spanning native mobile, scalable web, applied AI, resilient backends, and cloud-native infrastructure.

  • Kotlin
  • Jetpack Compose
  • React
  • N8n
  • TensorFlow
  • Python
  • Node.js
  • Docker
  • Kubernetes
  • PostgreSQL
  • TypeScript
Selected Work

Engineered to ship & scale

Four recent builds across commerce, analytics, computer vision, and fintech - real interfaces, production architecture, measurable outcomes.

01

NovaCart

+38% checkout conversion, 1.2s → 0.4s load. A headless commerce platform with an offline-ready PWA storefront, edge-cached catalog, and one unified checkout shared across web and the native app.

  • Next.js
  • Node.js
  • Stripe
  • PWA
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02

Lumen Analytics

2M+ events/day, sub-200ms dashboards. A real-time SaaS analytics platform that ingests product events, rolls them into live revenue and retention metrics, and renders cohort reports without the spinners.

  • React
  • TypeScript
  • PostgreSQL
  • AWS
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03

VisionGuard

98.2% precision, 24 FPS on-device. A workplace-safety vision system that runs inference at the edge - real-time worker and equipment detection, confidence scoring, and instant alerts with zero cloud round-trip.

  • Computer Vision
  • Python
  • PyTorch
  • Edge AI
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04

Cadence

4.8★ on the App Store, 60K+ users. A personal-finance app with bank-grade security, automatic transaction categorization, and live spending insights - native Android in Jetpack Compose, shipped in 14 weeks.

  • Kotlin
  • Jetpack Compose
  • Plaid
  • Firebase
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Client Voices

Trusted by teams who ship at scale

We measure success the way our clients do - in launches, uptime, and revenue. Here's what partnering with Metrix Lab actually felt like.

↑ 38% conversion
We came to Metrix Lab with a Magento storefront that was buckling under traffic. Six weeks later we were on a headless build that loads in under half a second. Honestly the smoothest replatform I've been part of - they sweat the edge cases we didn't even think to ask about.
Sarah Reyes VP Engineering, NovaCart
98% precision
Our internal team had stalled at around 80% accuracy and was convinced on-device real-time was off the table. Metrix Lab shipped a model running at 24 FPS on the edge with no cloud round-trip, and the precision blew past our targets. They clearly know applied ML, not just demos.
Daniel Kim CTO, VisionGuard
30 hrs/wk saved
They took the time to understand how our dispatch team actually works before writing a line of code. The automations they built quietly handle what used to be three days of manual data entry every week. Six months in and it just keeps running - no babysitting required.
Aisha Malik Head of Operations, Meridian Logistics
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Let's engineer your next digital breakthrough.

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Let's build something exceptional

Tell us about your project and we'll get back within one business day with next steps - no obligation, no sales fluff.

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