Case Studies
Four live deployments — a network-wide WMS, hands-free AI sorting on Meta Ray-Ban smart glasses, AI-native software engineering, and a 181-employee nonprofit that proved the Seed Method™ in week one. Request the full case study for any of them below.
SmartPath · Warehouse Management
Custom WMS for multi-location SMBs, deployed across 22+ sites in one unified system. See how it’s done before you build anything.
A 22+ location retail network was running on manual, location-by-location tracking — no shared visibility, no way to move surplus inventory to where it was actually needed. SmartPath replaced that with one AI-native WMS, network-wide, without disrupting how any single location works day to day.
SortIQ · AI Textile Sorting
SortIQ runs on Meta Ray-Ban smart glasses with real-time AI vision, giving you pricing consistency and item-level data across your entire sorting cycle — visibility you don’t have today, captured automatically as items move.
Sorting staff make split-second pricing calls under volume pressure — and most operations have no way to measure what that’s actually costing them. SortIQ puts AI vision directly on Meta Ray-Ban smart glasses, hands-free, identifying material, brand, and condition in real time so pricing gets consistent and every item is captured as data, not guesswork.
DevClaw · AI Engineering
DevClaw is Smart Edge’s AI engineering team: 75%+ faster, 75%+ lower cost, 3 live products already shipped. Built different, from scoping to deployment.
Traditional software development burns weeks on sequential handoffs between scoping, design, build, and QA — and by launch, the market’s often moved. DevClaw compresses that cycle with agentic AI infrastructure end-to-end, shipping 3 live products already at roughly 75% less time and cost than a conventional build.
Seed Method™ · Powered by Claude for Business
The Seed Method™ is how Smart Edge implements Claude for Business: a proven, enterprise-grade AI system, deployed with the security and structure a real business needs, discovered through how your team actually works — not how a demo assumes it works. A founding cohort saw a 50%+ productivity gain before the full rollout even began.
A 181-employee nonprofit wanted to go all-in on AI — but their back office was still running on shared drives and manual handoffs. Instead of a full-organization rollout, Smart Edge started with a focused 7-person cohort, deploying Claude for Business through the Seed Method™: a discovery process built on real behavioral data, not screen-share guesses. The result was a 50%+ productivity gain in week one, and a foundation built to scale.
