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Industry Trends

How do you diffuse AI into the real world? — Varun Shenoy, Long Lake

AI Engineer · Aug 28, 2026 · Industry Trends

Long Lake raised $3B to acquire service businesses and deploy AI inside them directly.

“AI diffusion is perhaps the single most important problem for the next 20 years.”

Long Lake, backed by $3B from Elad Gil, General Catalyst, and AlphaWave, is pursuing an unconventional strategy: acquiring real services businesses (35 so far across HOA management, architecture, HR) rather than selling software, then deploying AI internally. The talk frames AI adoption as analogous to electrification — capabilities exist but real-world diffusion takes decades of structural change. This 'buy and transform' model is a notable alternative to the SaaS go-to-market playbook for AI deployment.

ai-diffusion vertical-ai acquisitions property-management deployment-gap

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