Turn limited datasets into high-fidelity, privacy-first environments that mirror the exact complexity of your enterprise.
Generate high-quality training data 10x faster - bias-free, privacy-safe, and production-ready. All in just 2 weeks.
Get your own custom content generation engine built in 2 weeks. Generate content 10x faster: from reports to campaigns.
Trusted by Industry Leaders
Your AI models are only as good as the data they train on. But getting enough of the right data - clean, compliant, and representative - is where most AI initiatives stall.
Your loan underwriting model is underperforming because real training data is too limited and too skewed to edge cases
Clinical AI initiatives are blocked for months waiting for patient data approvals that may never come
Your fraud detection model misses novel attack patterns because you can't generate enough examples of rare transaction types
Teams spend weeks manually cleaning and rebalancing datasets instead of building the models that matter
Our solution
Deploy your own synthetic data generation engine that produces high-quality, statistically valid training sets — with bias removal, privacy compliance, and model reliability built in from day one.
Tabular data synthesis
Generate structured datasets that mirror the statistical properties of your real data, without exposing sensitive records.
Edge case and rare event generation
Produce realistic examples of low-frequency events — fraud patterns, rare diagnoses, regulatory exceptions — that real data can't supply in volume.
Bias detection and removal
Automatically identifies and corrects distributional bias in generated datasets before they reach your models.
Multi-format output
Delivers synthetic data in the format your pipelines expect — CSV, JSON, Parquet, or directly into your data warehouse.
Adapter-based LLM integration
Unified access to Amazon Bedrock, OpenAI, Google Gemini, and Claude with complete model tracking and audit trails.
Statistical validity checks
Automated post-generation validation ensures synthetic data preserves the distributions, correlations, and relationships of the source data.
Compliance ready
Full data lineage, governance workflows, and privacy-preserving generation for HIPAA, GDPR, and financial services regulatory requirements.
How does it work?
Over 70% of AI projects never reach production. The ones that do have one thing in common: they don't start from scratch.
GoML's AI Data Synthesis Accelerator is a ready-to-adapt synthetic data engine: pre-built generative pipelines, statistical validation frameworks, bias correction modules, compliance-ready workflows, and deployment code.
Skip months of building custom data generation infrastructure — your teams get production-quality training data 80% faster, without touching sensitive records.
GoML's AI Data Synthesis Accelerator integrates with Amazon Bedrock to give you access to an entire ecosystem of cost-effective foundation models through a single, secure interface.
From loan underwriting to clinical trial simulation, GoML's AI Data Synthesis Accelerator is the foundation for many enterprise data generation systems. Here are some ways companies have adapted our accelerator for their own requirements.
Forget waiting on data approvals. Forget underperforming models trained on incomplete datasets. Give your AI the volume, variety, and quality of data it needs to actually work.
Pre-configured for healthcare, finance, and life sciences data schemas, regulatory constraints, and model accuracy requirements.
Multiple foundation models with simple configuration for easy switching as better generation models become available.
Full data lineage, privacy-preserving generation, and governance workflows built in — deploy synthetic data with confidence, not risk.
20+ enterprise data synthesis deployments across regulated industries, including an 88% model accuracy improvement for a major financial services client.
Pre-built accelerator means production-ready as soon as the pilot is complete. New data sources, formats, and generation scenarios added in weeks, not months.
Become production-ready as soon as the pilot is complete
While others are still waiting on data access approvals, you'll be training better models on better data — today.
Have questions or ready to get started?
Contact our team of AI experts. Fill out the form and we'll be in touch shortly.
We design, build and manage generative AI applications, with a use case first approach, building solutions that you can use from Day 1. With deep domain expertise in Healthcare, Life Sciences, and Financial Services, we help clients build gen AI Pilots in 8 weeks, leveraging our enterprise-grade LLM Boilerplates.
