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This tweet had me wondering[1], what is the goldilocks model for a lightly funded or bootstrapped hardware company in 2023?

I'm thinking about purpose built gadgets such as smart home tech, fitness accessories, etc.

The early 2010's model: 1. Get funded 2. Acquire users & scale 3. Support this hardware with companion software 4. Exit before server costs outweigh your hardware margin

This does not seem feasible in today's climate, however users still expect free software.

It seems like most hard-tech is coming from large companies with compute to spare or Chinese manufacturers with no consideration of software quality/security.

What is the long term and sustainable way to operate an indie(ish) hardware company?

[1]:https://twitter.com/HipCityReg/status/1707414839608463760/photo/1

I'm building an tool that combines OCR and text categorization of an image. Each job accrues cost with compute time. The rest of the tool is negligible cost.

The outcome is not discrete, so I worry about charging a usage based fee. If the output is not perfect (9/10 times), I wouldn't ask a user to pay for that job. A subscription model is an option, but a user could easily outpace the monthly cost if processing many jobs in a month.

What are some useful monetization strategies you've seen for AI tools to overcome this challenge?

I am looking for a new project, any "can't miss" open source macro pads that you have come across?