Synthetic Data Consulting
We help businesses ship production-grade AI faster using privacy-safe, high-fidelity synthetic data. From strategy to deployment, our consultants partner with your team to deliver measurable impact.
Talk to an expertWhy Synthetic Data
Privacy & Compliance
Generate data that preserves statistical utility while removing direct identifiers and reducing re-identification risk. Accelerate work across GDPR/CCPA/PHI boundaries.
Coverage & Balance
Overcome class imbalance, rare events, and long tail scenarios. Create rich datasets that boost model robustness and fairness across edge cases.
Speed to Value
Parallelize data creation with model iteration. Reduce data collection costs and unlock rapid prototyping for vision, NLP, tabular, and time-series tasks.
How We Work
Engagement Model
- Discovery & Roadmap: Business problem framing, data/ML audit, success metrics, and delivery plan.
- Prototype Sprint: Synthetic data generation pipeline, baseline model, and measurable KPI lift.
- Scale & Deploy: Productionization, monitoring, governance, and knowledge transfer.
What We Deliver
- Domain-specific synthetic data generators (tabular, text, image, audio, video).
- Evaluation suite: utility, privacy risk, and bias/fairness diagnostics.
- Integrated MLOps pipelines for continuous data and model updates.
- Documentation, playbooks, and enablement for your team.
Use Cases Across Industries
Financial Services
Fraud detection, credit risk modeling, synthetic transaction streams, and conversational agents with privacy guarantees.
Healthcare & Life Sciences
PHI-safe clinical records, rare disease augmentation, medical imaging, and trial simulation with privacy-preserving techniques.
Retail & E‑commerce
Demand forecasting, personalization, synthetic reviews, and scenario testing for supply chain resilience.
Contact Our Consulting Team
Tell us about your machine learning challenge. We will respond within 1 business day with next steps and a proposed approach.
By submitting this form you agree to our processing of your information for the purpose of responding to your inquiry.