Zipline for your use case

Rank on what your users did seconds ago. In-session signals, sequences, and embeddings from your event streams.

Ship a new fraud signal in days. Velocity features, auth optimization, and dispute risk from one definition.

Underwrite the transaction, not just the application. Cash-flow features with the as-of date enforced by the engine.

An agent can only resolve what it can see. Live customer signals under whichever AI agent you run.