Case studies

Real AI. Real results.

Roving Leads doesn’t just talk about AI – we build with it, run businesses on it, and document everything so you can see exactly what’s possible.

AI Or Die Now homepage - pirate skull and crossbones with the tagline Pirates for the People
Featured case study Live & ongoing

AI Or Die Now

A real software company built and operated almost entirely by AI agents – by the same founder behind Roving Leads. One human. A fleet of 90+ AI skills. Minimal manual intervention. Maximum proof of concept.

Visit aiordienow.com
1
Month live
15
Plugins built
100+
Blog posts ranking
3
Services live
The challenge

Can AI actually run a business?

Not “help with emails” or “write a few blog posts.” Actually run one – from product development to content to SEO to customer support.

The SaaS problem

Big software companies charge $100-$500/month for AI tools that cost them pennies to run. The difference isn’t value – it’s gatekeeping.

AI Or Die Now was built to prove there’s another way: take enterprise-grade tools, rebuild them using AI, and sell them as one-time purchases at a fraction of the cost. No subscriptions. No yearly ransom. No lock-in.

AI Or Die Now mission section - Enterprise-Grade, Pirate Pricing, No Lock-In, Battle-Tested

The real experiment

Bigger than any single product: AI Or Die Now exists to prove that AI can build a company that helps people instead of exploiting them.

Every tech headline right now is about AI replacing jobs, AI surveillance, AI making rich people richer. AODN is the counterexample – a company built with AI, powered by AI, that exists to make things more affordable and more accessible for the people who need it most.

AI Or Die Now vision - where this ship is headed
The approach

AI agents do the work. Humans make the calls.

Instead of hiring a team, the Roving Leads founder built a fleet of AI skills – each one a specialist in its domain, executing tested procedures with no shortcuts.

90+ custom AI skills

Every repeatable task has a skill: blog writing, keyword research, site assessments, content publishing, plugin development, social media, customer support, SEO optimization – all automated with quality controls baked in.

These aren’t “prompt templates.” They’re full procedure documents with verification steps, API integrations, and output standards that the AI follows literally. No shortcuts. No “close enough.”

AI Or Die Now - what it actually is, showing the pirate blacksmith forge

The pirate philosophy

Pirates didn’t appear because people woke up wanting to break the law. Pirates were created by systems that left them no other choice.

The SaaS industry charges $100-$500/month for tools that cost pennies to run. AODN takes those same tools, rebuilds them using AI, and sells them as one-time purchases. You buy it. You own it. No subscription trap.

How Pirates Are Made - pixel art scene of historical pirates
The AI stack

What’s actually running this company

[>>]

Claude Code + Opus

Primary AI agent. Executes skills, writes code, manages WordPress, builds products, runs assessments.

[$$]

OpenRouter

Multi-model API gateway. Routes tasks to the best model for the job – DeepSeek for cheap, Claude for complex.

[WP]

WordPress + REST API

Content management via direct API calls. Posts, pages, plugins, themes – all managed programmatically.

[CF]

Cloudflare Workers

Edge computing for chatbots, rate limiting, and serverless API endpoints.

[SK]

Custom Skill Fleet

90+ SKILL.md procedure documents that encode tested workflows. AI follows them literally – no improvisation.

[MC]

Mission Control

Multi-agent orchestration platform. Task queues, session management, knowledge base, agent coordination.

The timeline

Month one – from zero to operational

Week 1

Foundation

WordPress site deployed, pirate brand identity established, core skill fleet built. First blog posts published.

Week 2

Content engine online

Blog pipeline automated. Keyword research, content writing, SEO/GEO/AEO optimization, and publishing – all handled by AI skills. Posts start ranking.

Week 3

Products shipping

First WordPress plugins built and listed. Plugin builder, tester, and product lister skills operational. 15 plugins created.

Week 4

Full operations

3 services live. 100+ blog posts published and ranking. Backlink building active. Social media primed. Customer support automated. Revenue pipeline established.

Ongoing

This case study is alive

AI Or Die Now continues to grow. This page will be updated as new milestones hit – new products, new metrics, new proof that AI can build something real.

Key takeaways

What this proves for your business

01

AI isn’t future tense

This isn’t a concept deck or a roadmap. It’s a live company generating real output right now. The tools exist today.

02

Quality beats speed

100+ blog posts don’t matter if they’re garbage. Every skill has quality controls. Every output meets a standard. The AI doesn’t cut corners because the skills don’t allow it.

03

You don’t need a team of 10

One founder with the right AI skills fleet can match the output of a small agency. The economics of software have changed. AODN is proof.

Ready to see what AI can do for you?

Your business is next.

Roving Leads built an entire company with AI. Imagine what we could do with the 3-5 tasks eating up your week right now.

More case studies coming soon

As Roving Leads works with South Bay businesses, we’ll document the results here – with permission, always honest, always real.

Ollie in a play-bow pose, inviting you to get in touch Ready when you are

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