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Data Automation System

Automated data collection at scale

Automated data collection pipeline with browser automation, containerized jobs, and Cloudflare R2 object storage for collected assets at scale.

Case → playbook map

Which path this unlocks

Data Automation ≈ AI Data Intelligence — collection agent, Docker jobs, R2 assets, operator pipeline.

Architecture

Production stack used to build, deploy, and monetize this independent website.

Automation

Playwright

Runtime

Node.js

Container

Docker

Storage

R2 + PostgreSQL

What Was Shipped

  • Browser automation at scale
  • Containerized deployment
  • Scheduled data pipelines
  • Cloudflare R2 for object storage with near-zero egress cost

Tech Stack

PlaywrightDockerNode.jsR2

Why this matters

Data Automation System is not a tutorial project — it's a live product. The playbook above is the reusable path; this case is the proof it shipped.

Want to build something like this?

Start with AI Data Intelligence Platform, then unlock the member downloads for that path.