2026-03-08Research
The Realism Engine: How v0.5.2 Achieves 100% Mathematical Consistency
Why random values aren’t enough, and how 11 cross-column rules make Misata fundamentally different from Faker.
Read Article
Misata Research
Insights on synthetic data, privacy, and causal AI.
2026-03-07Research
Why Proportional Row Counts Matter for Realistic Seed Data
15 categories, 100 users, 250 orders, 500 order items — how FK-graph analysis creates realistic dataset proportions.
Read Article
2024-10-24Research
Introducing Misata Studio: The Enterprise Logic Engine
Why we moved beyond simple LLM generation to a causal-based synthetic data engine.
Read Article
2024-10-25Research
Why Differential Privacy is Non-Negotiable
Protecting user data while maintaining statistical utility in high-stakes environments.
Read Article
2024-11-02Research
Case Study: Accelerating Clinical Trials with Synthetic Patients
How a top biotech firm used Misata to simulate 1M patient outcomes in minutes.
Read Article
2024-11-15Research
Scaling Financial Data: 1 Billion Rows without Hallucinations
Vectorized NumPy generation vs. Transformer inference: A performance benchmark.
Read Article