AI Automation Systems

Remove · "Does this earn its existence?"

Intelligent systems that eliminate manual work. Not chatbots—actual automation that processes data, makes decisions, and integrates with your existing tools.

When to Use This

  • Manual tasks consume more than 10 hours/week of skilled labor
  • Data moves between systems via copy-paste or manual entry
  • Repeatable decisions follow patterns a human could teach

What This Removes

  • Manual tasks consuming creative bandwidth
  • Human bottlenecks in data transfer between systems
  • Decision fatigue from context-switching between tools

How It Works

  • Claude Code for intelligent automation design
  • Cloudflare Workers for serverless execution
  • OAuth integrations for multi-user access
  • Tracked metrics (time saved, cost, errors)

Proof: Viralytics

120 hours/week of research → automated daily

4+ chart sourcesDaily automation20 signal queries
See case study →
$15,000+ 4-8 weeks
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