Intelligent Architecture.
Scalable Apps.
Custom AI Systems.
We bridge 15+ years of commercial business leadership with agentic AI and modern software engineering — building systems that move revenue, margin and operating leverage.
- 15+ yrs
- enterprise digital leadership
- 90%+
- friction removed via agents
- 6–10 wks
- typical MVP to launch
- Multi-$M
- P&L stewardship
Lovable
Shopify
SAP
Magento
Claude
Perplexity
Salesforce
React
Native iOS
Native Android
Adobe
Insider One
Meta
Google
Microsoft
OpenAI
GeminiWhy Mi4 Lab
Unlike code-only dev shops or junior prompt wrappers, Mi4 Lab is guided by 15+ years of enterprise digital transformation, multi-million dollar P&L stewardship and global consumer commerce at scale.
We don't ship features. We design software that directly moves revenue, margin and operating leverage — and we measure it.
Commercial-first
Every architecture decision is traced to a business metric: CAC, CLV, margin or opex.
Enterprise-grade by default
Security, governance and observability are designed in, not bolted on.
Agentic, not experimental
Evaluated, governed agents running in production — with humans in the loop where it matters.
What's on the executive agenda
Core capabilities
See SMB vs Enterprise detail →Enterprise Architecture & System Design
Scalable cloud architectures, event-driven backends, microservices, multi-region deployments, security posture and data governance.
Native & Cross-Platform Apps
iOS, Android and Web built with React, React Native, Flutter, Swift/Kotlin and TanStack — with Health, IAP, Push and Realtime.
LLM Development, Fine-Tuning & Training
Domain-adapted LLMs, RAG pipelines, MCP and multi-agent frameworks, prompt evaluation, private VPC deployments and synthetic data.
Intelligent E-Commerce & Commercial Systems
Headless commerce, dynamic checkouts, AI merchandising and personalization, CLV engines and cross-channel order orchestration.
Workflow & Agentic Automation
Autonomous digital employees, support triage, data reconciliation, lead qualification and internal tooling that removes 90%+ of friction.
Omni-Channel CRO & Data-Modelled Marketing
Conversion rate optimization across web, app, marketplace and retail touchpoints, driven by attribution, MMM and propensity models.
CRM, SCM & Customer Data Infrastructure
Custom and integrated CRM and supply chain systems on governed customer data, with semantic BI layers the whole business can trust.
Model your efficiency gains
Pick your bottleneck and see projected hours saved and timeline.
Proof of execution
Multi-agent operations layer for a regulated services group
Health & subscription app from zero to App Store
Automated multi-market commerce orchestration
Build the system, not the headcount.
Scope your project in two minutes and get an architecture consultation.
Start the Scope Builder →