#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?]]: