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ML Model Registry Lite — SaaS Idea | SaaSIdea Pro

Developer ToolsAI / ML EngineeringML Model Version Management

ML Model Registry Lite

Lightweight model versioning for small ML teams without MLflow overhead

IndustryDeveloper Tools

CompetitionMedium

DifficultyMedium

Pricing Modelsubscription

DeveloperAISaaS

The Problem

Small ML teams need model version tracking but find MLflow too complex and heavy to self-host for their scale

Why It Works

“Recurring complaint in ML communities that MLflow is overkill for small teams and managed alternatives are too expensive”

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