11 production AI platforms shipped to real clients. Every case study below describes the actual challenge, our approach, the technologies used, and the measurable outcome.
Industry: AI Platform / SaaS | Client: Axiom AI (horizontal SaaS for AI-forward developers and ops teams) | Duration: ~4-month intensive build, continuous iteration
A multi-agent AI orchestration platform that lets users deploy, coordinate, and monitor swarms of specialized Claude/GPT/Gemini agents from a single command center to autonomously execute complex software, research, and operational workflows.
An autonomous multi-vertical trading agent that finds, validates, and executes positive-EV trades on Kalshi prediction markets and Robinhood crypto end-to-end, with no human in the loop.
Industry: Manufacturing / Defense | Client: Confidential — custom mobile command vehicle and tactical trailer manufacturer (Montana, two production sites) | Duration: Initial ~3-month build, ongoing partnership
A unified manufacturing operations and project-management platform combining real-time bay scheduling, financial goal planning, quality/IDQ tracking, and AI-assisted forecasting into a single executive cockpit.
Industry: Wellness / Healthcare Operations | Client: The Elysian Institute — multi-location wellness, spa, and integrated medicine company (Montana) | Duration: Multi-month engagement, live in production with active daily use
All-in-one workforce, payroll, wellness, and tax-compliance platform that replaces 8+ separate SaaS tools with a single unified system.
Industry: Health & Wellness Marketing | Client: Elysian Institute — recovery, wellness, and longevity clinic (Bigfork, Montana) | Duration: ~1–2 week build cycle (single focused engagement)
A modern, SEO-optimized marketing website for a recovery, wellness, and longevity center, featuring 20 detailed service pages, transparent membership pricing, and direct integration with the client's external booking system.
Industry: Fantasy Sports / SaaS | Client: Fantasy sports commissioners and office-pool organizers | Duration: ~6–8 weeks of focused build cycles
A full-stack commissioner dashboard that automates ESPN bracket league management — syncing picks, tracking payments, and generating AI-powered win projections — with a companion iOS mobile app.
Key results: 6–8 wk Build time • 100% Auto reconcile • iOS+Web Cross-platform
Industry: Consumer Health & Nutrition | Client: Direct-to-consumer health & nutrition app | Duration: ~4 weeks to TestFlight, continuous beta iteration
AI-powered family meal planning app that generates personalized weekly meal plans, tracks nutrition, scans barcodes, identifies food from photos, and acts as a personal nutrition coach.
Key results: 3–4 Apps replaced • 5 min Weekly planning • 4 wk To TestFlight
Industry: Smart Home / Field Services | Client: Confidential — high-end smart home automation company (Montana) | Duration: Focused multi-day engagement, production-ready 9-module platform
A comprehensive AI-enabled business management platform that unifies CRM, project tracking, inventory, service tickets, and scheduling for a premium smart home automation company.
Industry: Wealth Management / FinTech | Client: Confidential — boutique RIA serving ultra-high-net-worth clients | Duration: Ongoing iterative build with full mobile companion app
An AI-powered operations and intelligence platform that automates document management, client data, compliance, trading, and advisory workflows for a wealth management firm.
Key results: 40+ Workflows • 80% Doc review cut • iOS+Web Mobile + web
Industry: Fitness / Health Club Operations | Client: Peak Health & Wellness — Snap Health Clubs franchisee (Peak Great Falls #127 and West Bank Landing #128) | Duration: Multi-month iterative build, continuous feature additions
An all-in-one AI-powered fitness facility management platform that unifies member management, personal training, group fitness, HR, and operations into a single intelligent system.
Key results: 14K+ Members • 30+ Modules • 2 Locations