AI-Native Landlord Insurance: Steadily's Darren Nix on 300% Engineer Throughput
Key points
Key takeaways from a theCUBE interview with Steadily co-founder Darren Nix, filmed at F1 Capital Factory in Austin (October 2026):
AI lift arrived in waves. Investment through 2024 delivered only modest gains; the current generation of models brought a 30–40% lift in the impact of what Steadily ships week over week, and in the last three months engineering throughput per engineer has run about 300% above where it stood two years ago.
Three application domains. AI is applied first to make engineering teams faster, second to the paperwork-heavy back office, and third — most cautiously — to customer-facing interactions, where forcing voice AI on every caller would reduce happiness.
A voice-AI lesson. Version one was turned on for every fifth call and flopped: customers trained on 1990s-style phone trees answered in single words. The fix was volunteering intelligence early in the call — citing the caller's last $323 payment — which changed the conversation entirely.
Humans approve, AI drafts. Steadily has no dedicated AI team; roughly 40% of teams do pure R&D involving AI while 60% are headless. In a regulated insurer every consequential decision stays human, with AI producing the draft and people approving it around 85% of the time.
Growth at ~$600M premium. The company insures about 300,000 of the 20 million US rental properties, grew roughly 100% in 2026 and is running about $600 million a year in premium — all within landlord insurance — with the team approaching 300.
Scaling without bureaucracy. Benchmarking against companies at comparable scale three years ago, Steadily would have needed a team two to three times larger; the new model of a maximally productive engineer is supervising five parallel cloud sessions like a product and engineering manager.
A generational company. The founding team gave itself a 10-year minimum roadmap and aims to build the next Progressive, Geico or Chubb — the first milestone is $1 billion a year in premium, then an IPO — describing itself as out of the move-fast-and-break-things era.
Read more: theCUBE
