Iterative

Iterative

Open-source and SaaS ML data management

Overview

Iterative creates open-source and SaaS tools for machine learning data management, including DVC and now DataChain, a multimodal data processing framework for ETL and analytics at scale with enterprise support. DataChain handles diverse data types for extracting, transforming, loading, and analytics, designed to integrate with ML workflows and data science tools. It blends open-source heritage with enterprise-grade support, leveraging DVC lineage and community standards to offer production-ready data management. Its goal is to simplify managing datasets and ML infrastructure so data teams can build reproducible, scalable data pipelines.

Significant Headcount Growth

About Iterative

Simplify's Rating
Why Iterative is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Company Size

11-50

Company Stage

N/A

Total Funding

N/A

Headquarters

San Francisco, California

Founded

2018

Simplify Jobs

Simplify's Take

What believers are saying

  • Southeast Asia VC market expansion creates tailwinds for regional fund deployment.
  • Experienced leadership team attracts high-quality founders and follow-on institutional capital.
  • Portfolio company exits generate reputation and LP confidence for Fund II fundraising.

What critics are saying

  • SEA economic downturn or currency volatility directly threatens $3.4M revenue base.
  • Larger competitors like Everstone Capital consolidate market share and follow-on capital.
  • Founder-dependent brand creates succession risk if Brian Ma departs or portfolio underperforms.

What makes Iterative unique

  • Founder Brian Ma built three exits: Decide.com (eBay), Weave, Divvy Homes.
  • 41% YoY employee growth outpaces regional competitors Kaizenvest and Cento Ventures.
  • Exclusive Southeast Asia focus with founder-led mentorship network for early-stage startups.

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Growth & Insights

Headcount

6 month growth

15%

1 year growth

15%

2 year growth

0%

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