AI play for the next 3 years: Lemonade Insurance

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After Tesla’s stock surged tenfold around 2020, a friend asked me what I knew that others didn’t. It’s a bit complicated to explain, but a similar opportunity might arise with Lemonade Insurance in the next 3-4 years. The current situation is a combination of a very promising business and a suppressed stock valuation, mostly by external factors.

I’m open to the possibility of being wrong, and I acknowledge the inherent risks of stock-picking (there’s a note on stock-picking at the end of the document). I’m sharing my thoughts here partly to invite others to point out potential risks I might be overlooking. And of course, none of this is financial advice in the legal sense.

Preview of the main points

  • Lemonade’s Growth: Regardless of stock price fluctuations, customer base and In Force Premium have significantly increased.

  • AI Play: Leveraging modern IT with heavy AI use for efficient client servicing and claims processing gives them a competitive edge. Perhaps counterintuitively, I consider the company one of the best AI (not AGI) plays on the market for the next three or four years.

  • Market Potential: Insurance is a vast market, with Lemonade’s full product line enabling effective cross-selling. They only need a modest market share to succeed big.

  • Valuation: The stock is considered undervalued by most people who took the time to look into it, especially in comparison to its IPO price and given recent growth and funding activities. Also based on the price-to-book ratio.

  • Risks: Weather-related events and broader market conditions pose risks, though mitigated by strategic decisions and reinsurance.

Timing

One of the hardest aspects of investing is timing. The stock can rally after the next earnings report – scheduled for February 27, or it can remain suppressed for another four quarters. I think there is a chance the stock can move after one or two good quarters. Just keep in mind that the progress can be interrupted by higher loss ratios due to bad weather (or other risk factors).

To learn more, check the Resources section in the doc. And feel free to comment here or directly in the doc.