The Boring Businesses That Will Dominate the AI Era — Tina He

Tina He (investor at Pace Capital) argues that as AI models commoditize, competitive advantage shifts from having the best model to owning the infrastructure AI must flow through. She identifies five business archetypes that become irreplaceable when AI agents are the primary customers of software.

The five archetypes: (1) Knowledge compounders — companies that accumulate proprietary datasets through usage (Medal.gg gaming clips, Mercor human-in-the-loop verification). (2) Workflow commons — platforms capturing reusable workflow templates (n8n’s 7,000+ community templates). (3) Reality’s gatekeepers — compliance and financial rails that sit between AI decisions and real-world consequences (Stripe, Plaid, Deel). (4) Marketplaces — algorithmic trading floors routing agent requests across providers (OpenRouter). (5) Vertical transformation — companies replacing entire workflows end-to-end in regulated industries (Harvey for legal, Sierra for customer success).

The unifying pattern: every archetype compounds through usage. Traditional SaaS shipped updates weekly; these businesses improve every second as each interaction refines data, workflows, or compliance records. This gives them an edge over AI labs themselves — institutional memory from real-world transactions is harder to replicate than a better model.

RDCO Mapping

This directly extends our 06-reference/concepts/products-for-agents thesis. He’s taxonomy maps cleanly onto the data infrastructure layer we identified — particularly the “knowledge compounders” archetype, which mirrors the data marketplace concept of curated datasets with semantic context. The “reality’s gatekeepers” archetype reinforces our trust thesis: stability builds trust, trust creates opportunities. Her point about agents evaluating CRM value at 2am and switching instantly is the exact scenario our content calendar explores under “Your SLA isn’t ‘VP checks dashboard Monday’ — it’s ‘agent decides at 3am.’”

The workflow commons archetype (n8n, ComfyUI) connects to our agent architecture — shareable workflow templates are essentially what our ~/.claude/skills/ directory implements at smaller scale.