Case Studies
Real Systems Built for Real Businesses
Every project here is a system we architected and built. Not theoretical. Not a roadmap. Working infrastructure running in production.
Venture Capital
Brand Intelligence Platform: Real-Time Monitoring Across 108 Portfolio Companies
Built an 8-plane crawler architecture that monitors, scores, and surfaces brand insights across an entire VC portfolio — replacing what would cost $120K+/year in analyst labor.
108
companies monitored
8-plane
architecture
~$120K/yr
projected savings
Craft Brewery
Full Digital Operations Automation for a National Eco-Brand
Replaced fragmented manual marketing with an integrated AI system — custom Shopify theme, email automation, social content engine, event promotion, and revenue analytics running autonomously.
36
theme files
6
revenue channels
~$85K/yr
projected value
Commercial Real Estate
Custom Portfolio Intelligence Platform Replacing $150K/Year Enterprise Software
Built a 100+ report type CRE intelligence system with pro forma modeling, automated workflows, and institutional dashboards — eliminating expensive platform licensing permanently.
100+
reports
$150K+/yr
eliminated
5-day→hours
reporting
Wealth Management
3.9M-Line Autonomous Wealth Platform Spanning 22 AI Agents
Architected an AI-native wealth operating system covering 12 financial verticals with 22 autonomous agents — replacing 15 enterprise tools with a single coordinated platform.
3.93M
lines
22
agents
$8M
rebuild cost
4M+
Lines of production code built across all projects
4
Industries with live production systems
$355K+
Projected annual client savings across case studies
1 person
Every system built by a single architect + AI