#business #idea # [[Epistemic status]] #shower-thought #to-digest # Related - [[Ideation]] - [[Start-up ideation]] # TODO > [!TODO] TODO # Start-up idea ## Problem/opportunity - pain to know difference between AI model on monday and tuesday (performance, alignment, UX, speed, etc) - pain to know difference between [[Embeddings]] on monday and tuesday (performance, alignment, UX, speed, modalities, etc) ## Solution - git for ai - Just as Git allows you to see how your code change over time, Gait allows you to see how your models change over time - Gait is a CLI, and a dashboard like Github that let you manage the end-to-end process of ai models development. You can think of it as a higher layer of abstraction on top of Huggingface Hub that let you easily collaborate, and interpret changes and differences on your AI models and embeddings through time ## Markets/customers/users ## Why - Popular: ai is eating the world - Growing: - Urgent: - Expensive: need to run bunch of benchmarks, pain dealing with fucking large files, run the model (git clone pip install, need specific hardware fuck), - Mandatory: - [[Founder-market-fit|Why do you want to solve this problem?]] - [[What's your unfair advantage?]]: