Powering AI Innovation with
High-Fidelity Synthetic Data
Rockfish enables enterprises to become truly data-ready for AI and Agentic AI —
generating realistic, privacy-preserving, and labeled datasets that
accelerate training, testing, and development.
Our Trusted customers & Partners
The Core Data Problems every AI Team Faces
No Data to start with
Launching a new product or feature with zero customer data?
Rockfish generates realistic datasets from only a schema or a prompt — enabling 0→1 demos immediately.
Not Enough Coverage
Real datasets miss rare events, anomalies, and edge cases.
Rockfish amplifies missing patterns and extends datasets while preserving statistical fidelity.
Limited Labeled Data
Analysts spend hours labeling anomalies and spikes.
Rockfish generates perfectly labeled synthetic data for training and evaluation.
Can't Use Real Data
Compliance, privacy, and customer restrictions block production data.
Rockfish creates privacy-preserved synthetic replicas safe for demos, testing, and sharing.
Rockfish Data Platform
One unified platform to generate realistic datasets, simulate real-world scenarios, and evaluate analytics agents safely.
Data & Schema Fuel Engine
Generate high-fidelity synthetic datasets from schema, prompt, or production data snapshots. Preserve correlations, temporal structure, and multi-table relationships for relational, time-series, and event-based data.
Scenario Studio
Craft rich scenarios with natural language. Inject anomalies, rare patterns, edge cases, cascades, and domain-specific behaviors to create story-ready demo data or training scenarios.
ML & Agent Ops Pipeline
Integrate Rockfish into your ML, MLOps, or AgentOps pipeline to continuously generate data on-demand.
Case Study: Enhancing Supply Chain Intelligence with Synthetic Data
A Tier-1 North American Automotive OEM scaled its configuration dataset 5× and
automated buildability validation using Rockfish’s synthetic data workflow.
How Rockfish Works
Who we are
The enterprise generative data platform
Research-Driven & Trusted
Built on Carnegie Mellon–rooted generative modeling research — delivering realistic, multi-table, tabular & time-series, privacy-preserving synthetic data at enterprise scale.
Enterprise Ready & Secure
Flexible deployment (SaaS, VPC, On-Prem, Air-Gapped), with privacy, compliance and robust data governance baked in.
Outcome-Focused Impact
Power AI, analytics, and automation across observability, telco, cyber, and more. Simulate rare events, generate labeled data, test edge cases — unlock ML pipelines without compromising on privacy or quality.
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Ready to unlock value from your data with
Rockfish’s synthetic data platform?
The only solution that operationalizes synthetic data