Case Study: Ramp accelerates ML platform migration and empowers 70+ contributors with Prefect

Ramp migrates 200 flows in one quarter with Prefect

Ramp, a finance automation platform, faced challenges with its existing orchestration framework, Metaflow, which was too opinionated and hindered its fast-moving engineering culture. The company needed a new AI-native orchestration partner, Prefect, that could keep pace with its development speed and support a new, broader mix of both technical and non-technical builders creating agent-driven and LLM-powered workflows.

By implementing Prefect, Ramp successfully migrated 200 flows in one quarter and saw its total deployed flows grow to 350. The solution enabled new users to go from idea to production in 30 minutes or less. Prefect's flexibility and clear Python-based approach empowered over 70 active contributors, leading to a massive increase in development activity with more commits in the last six months than in the platform's entire prior history.

Ramp