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Data + ML Ops
Sample

DataDock

Developer-first data pipeline management platform

Overview

DataDock simplifies the creation, management, and monitoring of data pipelines for AI and ML workloads. Their developer-first approach and growing open-source community are creating strong bottom-up adoption.

The Problem

Building and maintaining reliable data pipelines remains one of the most time-consuming and error-prone aspects of AI development. Existing tools are either too complex for small teams or too limited for production workloads.

The Solution

DataDock provides an intuitive, code-first platform for building data pipelines with built-in observability, quality checks, and automated testing. Their open-source core creates a low-friction entry point while enterprise features address production requirements.

Our Involvement

What we liked

Developer-first approach to data pipeline management with growing open-source community.

How we help

Open-source community strategy and enterprise go-to-market planning.

Key Traction

  • 5,000+ GitHub stars and active contributor community
  • 200+ companies using the open-source version
  • 12 enterprise customers on paid plans
  • Featured in major data engineering conferences

Team

Founded by data engineers who experienced pipeline management pain firsthand at scale, the team brings deep expertise in data infrastructure and developer tools.

This is an illustrative example representing the types of companies and opportunities AI Networks & Investments pursues. It is not a representation of an actual investment.

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