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Case Notes
Real projects, real outcomes. From SaaS platforms to AI agents — here's what shipping fast actually looks like.
Travel SaaS
Cast Off — Charter Booking Platform
Complete SaaS with Stripe Connect, digital waivers, dynamic pricing, and operator dashboard. Built and shipped in 3 weeks.
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Proptech / Data Engineering
Automated Data Pipeline
Replaced 2 weeks of manual Excel work with a serverless Apache Beam pipeline. Runs quarterly in 6 hours, unattended. 93% time reduction.
Consumer App
Rise & Shine — AI Productivity
Cross-platform app combining tasks, habits, and journal with AI assistant. Ships to 5 platforms from one codebase.
AI SaaS
Moe's AI — Agent Platform
AI agent platform with knowledge management, analytics, and multi-model support. Zero to deployed in 48 hours.
Mental Health / Privacy
Tree of Trust — On-Device AI
Therapeutic AI companion running entirely on-device with Gemma 3N. Zero data sent to cloud, works offline.
Insurance
Intelligent Document Processing
LLM + OCR pipeline cut document prep from 5 hours to 30 minutes. 2.3% error rate, $180K annual savings.
Real Estate
Email Triage Agent
Classification agent handles 400+ daily emails. Cut response time to 6 hours, 94% SLA compliance.
Legal Tech
LLM Quality Testing
Eval suite reduced hallucination rate from 18% to 3.5%. 94% citation accuracy with automated regression testing.
Construction
W Construction — Web Modernization
Framework security upgrade, cloud storage overhaul, and contact pipeline rebuild for a Toronto design+build firm. Zero downtime.
Sports / NFP
Soul Beach Volleyball — NFP Platform
Custom registration system, data pipelines, and ongoing infrastructure for a non-profit volleyball org across two Ontario locations.
EdTech
Kids Coding — Class Management SaaS
Full parent + staff portal with Square webhook automation and real-time class highlights. Built in 2 weeks on Firebase, zero servers.
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