Challenge
Cross-platform mobile app
iOS + Android app with Bluetooth and USB device pairing, image capture, AI analysis display, firmware OTA updates, and warranty management.
Case Study
Yehuda
Building a global SaaS platform at production scale — mobile, web, backend, hardware, and AI.
2020Jewelry Tech
Client
Yehuda Diamond AI
Industry
Jewelry Tech
Project Type
Global SaaS Platform
Duration
3+ years (since 2022)
Team
~3.5 FTE
Company
Yehuda Diamond AI
Industry
Jewelry Tech
Project Type
SaaS Platform
Duration
3+ Years
Overview
Yehuda
Yehuda manufactures the Diamond Box family — advanced hardware devices used by jewelers and gemologists worldwide to distinguish natural diamonds from lab-grown stones and simulants. The hardware was capable and precise, but there was no software ecosystem to bring it to life.
To scale globally, Yehuda needed a complete platform: cross-platform mobile apps (iOS + Android), a web portal for analytics and account management, a cloud backend to handle AI analysis at scale, and deep hardware integration across multiple device families.
The challenge: deliver all of this as an end-to-end platform partner while the client focused on hardware innovation.
What this project delivered
A production-ready outcome built for Yehuda — designed for measurable impact across operations.
Challenges
What the platform had to deliver
A multi-layer product spanning mobile, web, cloud, hardware, and AI — built and operated by a single partner.
Challenge
Web portal & dashboard
Account management, analytics, admin workflows, device lifecycle, test gallery, and bulk operations for global customers.
Challenge
Cloud backend at scale
A global AI analysis pipeline, subscription lifecycle, multi-tier billing, automated notifications, and 24/7 uptime.
Challenge
Hardware integration
Deep integration across 5 device families — Bluetooth and USB protocols, firmware OTA delivery, and coordinated multi-layer releases.
Challenge
AI integration
Image analysis with confidence metrics, run reliably at production scale across millions of operations.
Approach
How we turned the concept into a working product
Mejix adopted a lean, iterative delivery model with one senior specialist per discipline — no bloat, maximum ownership and continuity. The same core team has grown the platform since 2022.
Each release is coordinated across mobile, backend, firmware, and AI services with smoke-test checklists and UAT before going live, so a multi-platform product behaves like a single, predictable system.
Solutions
An end-to-end SaaS platform built to commercialize hardware
Four tightly integrated systems — mobile, web, cloud, and hardware — designed and operated as one product.
Cross-Platform Mobile App
React Native (iOS + Android) with real-time Bluetooth/USB device pairing, red-filter image processing, AI analysis display, firmware OTA updates, warranty management, and offline-first architecture.
Web Portal & Dashboard
React + TypeScript + Material UI with real-time sync, admin dashboard, device lifecycle management, test results gallery and export, plus bulk operations and reporting.
Cloud Backend & Infrastructure
Node.js + Express backend on AWS with MongoDB and S3 storage — AI analysis trigger pipeline, subscription lifecycle and billing, multi-tier payment processing, and automated notifications.
Hardware Integration & DevOps
Deep integration across 5 device families with firmware OTA delivery, Bluetooth & USB protocols, staging-to-production pipelines, and coordinated multi-layer releases.
Technology
Technology stack
Production-grade stack chosen for cross-platform reach, global scale, and long-term maintainability.
Mobile
React Native (iOS + Android) — one codebase, native device APIs, Bluetooth and USB device pairing.
Web Portal
React + TypeScript + Material UI — typed, component-driven admin and customer dashboards.
Backend
Node.js + Express — REST APIs, AI orchestration, subscriptions, and notifications.
Database & Storage
MongoDB for application data, AWS S3 for image and report storage.
Infrastructure
AWS EC2, Firebase, and Stripe payments — global deployment with multi-tier billing.
AI Pipeline
Image analysis with confidence metrics, triggered from mobile and processed in the cloud at scale.
Results
Operating at production scale
Live platform metrics showing enterprise-grade usage and sustained growth across 3+ years.
188,544
Operations performed monthly
AI-powered diamond tests running through the platform every month.
2,200+
Active subscriptions
Paid subscriptions across multi-tier plans, sustained customer growth.
2,270
Active users monthly
Jewelers and gemologists using the platform across the globe.
540
Peak daily users
Concurrent weekday peaks served reliably on production.
439
Average daily active users
Consistent daily engagement across time zones.
65K+
All-time bulk downloads
Test results and reports exported by customers worldwide.
5
Device families integrated
Watson AI, Sherlock AI, Dr. Watson, Sherlock Holmes 4, Big Sherlock.
60+
Countries with customers
Global reach across dozens of countries.
Why Mejix
Why Yehuda partnered with Mejix
01
End-to-End Ownership
Mejix took the project from zero to production — mobile, web, backend, hardware integration, and DevOps. One partner, complete accountability.
02
Lean & Efficient
~3.5 FTE delivering a multi-platform, hardware-integrated product with payments, subscriptions, and AI. Maximum value per dollar spent.
03
Continuity & Product Knowledge
Same core team since 2022. Deep understanding of hardware constraints, payment flows, device lifecycle, and user behavior. No ramp-up overhead.
04
Global Scale Ready
Infrastructure built to handle millions of operations, customers across dozens of countries, 24/7 uptime, and coordinated multi-layer deployments.
What's next
Platform impact
Five device families integrated, three platforms shipping (iOS, Android, Web), and customers across 60+ countries — all maintained by the same core team since 2022.
Production quality assurance with smoke-test checklists before every release, UAT with the client, and coordinated multi-layer deployments across mobile, backend, firmware, and AI services keep 188K+ monthly operations running reliably.
Certifications & Recognitions
Reviews & Certifications
Our clients praise us for
our great results
Mejix successfully launched and scaled our software platform — mobile, web, backend, and hardware integration — into a global product. The team is accommodating, communicative, and consistently delivers on time and within budget.
Yehuda Diamond AI
Product Leadership
Why Mejix
Frequently asked questions
Answers to the questions buyers usually ask after seeing this case study.
It is a global SaaS platform that powers Yehuda Diamond Box hardware — letting jewelers and gemologists pair devices over Bluetooth/USB, capture images, run AI analysis to distinguish natural diamonds from lab-grown stones and simulants, and manage results, subscriptions, and reports from mobile and web.
Ready to build your SaaS platform?
If you have hardware, a unique technology, or a product vision that needs a scalable software platform, let us talk about how Mejix can take it from concept to commercialization.
Case Studies
You might like
How can we help?
Whether you're building a new product, scaling your platform, or integrating AI — our team is ready to deliver.