Current ML research tools are either too complex for small teams or lack key features.
A developer-focused tool could offer just the essential experiment tracking and comparison features with minimal setup.
ML engineers at startups would pay for something between spreadsheet tracking and enterprise platforms.
MVP: CLI tool that logs runs to simple visual dashboard.
Risk: Open-source options might catch up quickly.