Lender underwrites AI-native companies up to $100k using agent telemetry instead of SaaS metrics
Fair_Accountant_6685 · reddit · 2026-09-11
A lender argues AI-native companies can't be underwritten like SaaS: costs are inference, employees are agents, and revenue scales with usage rather than seats.
Their approach: lend up to $100k based on both cash flows and AI telemetry — agent usage patterns, inference economics, and revenue per agent/workflow. Key findings so far:
- Agent telemetry often predicts repayment better than the balance sheet
- Most AI-native companies can't access traditional debt even with real revenue
- "Revenue per agent" is the most useful question and almost nobody can answer it today
More from Venture
- General agents burn ~140M tokens/month on LinkedIn outreach; scripts do it 60x cheaper — ChrisHarpon2 · 2026-10-26
- Fireworks captures ~35k monthly clicks with model-name SEO, 9 pages for one Kimi K3 — FinanceYF5 · 2026-10-26
- Anthropic's $80.7B H1 loss is almost all non-cash fair-value swings — adjusted net income is positive — BenBajarin · 2026-10-26
- DeepSeek reportedly raised ~$15B in one of China's largest funding rounds ever — thione · 2026-10-26
- Meta approves nonvoting Class C shares as 2026 capex guidance hits $135B–$145B — thione · 2026-10-26
- Half the Fortune 500 Are Anthropic Customers Yet Spend Under 0.1% of Their Expenses — BenBajarin · 2026-10-26