
Rockfish Data is an enterprise-focused synthetic data platform that operationalizes AI workflows by generating high-fidelity, privacy-preserving synthetic data. Their outcome-centric platform uses advanced deep generative models tailored to industry needs, enabling companies to unlock the full potential of operational data while overcoming data bottlenecks. The platform adapts intelligently to diverse datasets and emphasizes robust security to ensure data integrity and privacy. Rockfish Data has received multiple awards and recognitions, including TiE50 and DHS S&T awards, and partners with companies in automotive, life sciences, and healthcare sectors to address data scarcity and enhance AI/ML capabilities.

Rockfish Data is an enterprise-focused synthetic data platform that operationalizes AI workflows by generating high-fidelity, privacy-preserving synthetic data. Their outcome-centric platform uses advanced deep generative models tailored to industry needs, enabling companies to unlock the full potential of operational data while overcoming data bottlenecks. The platform adapts intelligently to diverse datasets and emphasizes robust security to ensure data integrity and privacy. Rockfish Data has received multiple awards and recognitions, including TiE50 and DHS S&T awards, and partners with companies in automotive, life sciences, and healthcare sectors to address data scarcity and enhance AI/ML capabilities.
What they do: Enterprise-focused synthetic data platform for tabular and time-series data
Founding roots: Built on Carnegie Mellon generative-modeling research
Customers / focus: Enterprises and government in automotive, life sciences, and healthcare
Recent financing: $4M seed led by Emergent Ventures (announced Jan 15, 2025)
Synthetic data generation for operational/enterprise datasets (relational, time-series, and event data).
Artificial Intelligence / Synthetic Data
$4,000,000
Round announced Jan 15, 2025; participation from Foster Ventures, TEN13, and Dallas Venture Capital
“Led by Emergent Ventures with participation from Foster Ventures, TEN13, and Dallas Venture Capital”