---
name: ZenML
domain: zenml.io
kind: product
relation: competitor
segment: AI Development and Deployment Infrastructure
descGrounded: 0.61
---

# ZenML

An MLOps platform selling a unified layer for ML pipelines and AI agent evaluation workflows.

**Route:** surfaced by the AI Development and Deployment Infrastructure lane's de-branded queries → competitor to vercel.com.

**Why it's on the map:** Sells the same pipeline-orchestration and evaluation capability to the same ML and AI teams that would shortlist the anchor for building and deploying AI applications.

**Receipts** (verbatim from its page this run):

> The unified layer for ML and AI

> Reproducible ML pipelines with ZenML. Replayable agent evals with Kitaru.

> Integrate your MLOps stack For compute-intense, distributed ML pipelines.

**Edges:**

- competitor [[expo-dev]]
- competitor [[crewai-com]]
- competitor [[redis-io]]
- competitor [[microsoft-com]]
- competitor [[aws-amazon-com]]
- competitor [[vercel-com]]
