Automated Data Architecture for Oz Golden Rush by Ivan ManriquezAutomated Data Architecture for Oz Golden Rush by Ivan Manriquez
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Automated Data Architecture for Oz Golden Rush

Ivan Manriquez

Ivan Manriquez

Oz Golden Rush — Automated Data Architecture & Advanced Framer CMS Engineering

Overview

Oz Golden Rush required an end-to-end technical overhaul to automate inventory synchronization, news distribution, and deliver a high-performance interactive shopping experience on Framer. By combining zero-code data pipelines with custom vector UI engineering, the platform was transformed into an automated, zero-maintenance e-commerce ecosystem.

Key Technical Challenges

No Supplier API: The primary watch supply partner did not provide an API endpoint for inventory and stock tracking.
Manual Overheads: Calculating profit margins and updating news feeds manually created severe operational bottlenecks.
UI Limitations: Static diamond selector components failed to provide an interactive, luxury user experience.

System Architecture & Data Pipelines

Automated Web Scraper: Built a custom HTTP extraction workflow in Make.com to scrape live watch inventory directly from the partner source without needing an official API.
Dynamic Markup Engine: Implemented mathematical calculation nodes to dynamically apply custom percentage profit margins before pushing data to the database.
Make.com bot system
Make.com bot system
Multi-Channel News Pipeline: Configured listening pipelines across YouTube, TikTok, Facebook, and Instagram to automatically publish news snippets directly into Framer CMS.
Zero-Cost Optimization: Architected the entire pipeline across Make.com, Airtable, and Byteline leveraging optimized free-tier setups to eliminate monthly SaaS overheads for the client.
The Byteline dashboard showing the process from Airtable to Framer CMS
The Byteline dashboard showing the process from Airtable to Framer CMS

UI/UX & Framer Frontend Engineering

Interactive Vector Diamond Selector: Re-engineered static imagery into fully interactive SVG vectors with dynamic hover states and seamless CMS route mapping.
Interactive Diamond Selector
Interactive Diamond Selector
Dynamic Filtering System: Developed interactive Framer category pills for instant filtering of luxury watch brands.
Dynamic Filter
Dynamic Filter
Real-time Webhook Ingestion: Connected Byteline API webhooks to trigger instant CMS synchronization upon inventory updates.
Tracking & Analytics Deployment: Integrated Meta Pixel tracking code and updated homepage business logic.

Results & Impact

100% Automated Stock Management: Eliminated manual data entry and price adjustment workflows.
Zero Monthly Infrastructure Cost: Designed pipeline architecture within free tier limits.
Production-Ready Framer Platform: Delivered a scalable, luxury web app experience backed by custom webhooks and dynamic CMS data.
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Posted Oct 5, 2026

Automated Oz Golden Rush's inventory and news with advanced Framer CMS.

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Timeline

May 20, 2026 - Jun 17, 2026

Clients

Oz Golden Rush