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Open-source decision model templates

Build a marketplace for pre-trained decision models that companies can fine-tune for their specific use cases. Target AI engineers who want to skip the base training.

Why now

As RL fine-tuning becomes more accessible, companies need starter models to build upon.

Who for
AI engineers and researchers
Business model
Premium hosting and fine-tuning
Effort
A few months

Training decision models from scratch is expensive and time-consuming. A library of open-source base models would let teams start with something already capable.

Create a GitHub-style platform where researchers share their trained models. Charge for hosting compute-heavy models or offering fine-tuning as a service.

Start with basic models for common business decisions like pricing or routing. The risk is that proprietary models may outperform open ones for competitive advantage.

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Open-source decision model templates — Ideas