How to Generate 50K-Token Documents: Same LLM, Different Results
TL;DR We compared Dataframer vs raw Claude Sonnet 4.5 for long-form text; Dataframer overwhelmingly won on diversity, style fidelity, length, and quality.
Mon Jan 12
Alex Lyzhov
Generation of Synthetic Text2SQL LLM data with 100% validity using Dataframer
TL;DR: How we used Dataframer to generate diverse and complex text-to-SQL samples using only Claude Haiku and how you can do the same for LLM evaluation and training with minimal effort.
Fri Dec 19
Alex Lyzhov
Building a Cyber Insurance Evaluation Dataset in 3 Easy Steps with DataFramer.
Learn how to scale a few real cyber insurance samples into a complete evaluation and training dataset using a three step workflow that controls distributions and quality checks.
Wed Oct 15
Puneet Anand
How to Generate Multi-file EHR Datasets for 1000 patients with exact distributions
Generate privacy-safe synthetic EHR/EMR datasets from a few patient samples. See how DataFramer turns limited EHR data into rich medical and insurance datasets in 5 steps with the exact required distributions.
Wed Oct 15
Puneet Anand
The Essential Guide to Synthetic Data
This guide explains what synthetic data is, how it's generated, and why it matters across industries like finance, healthcare, insurance, and technology. It covers benefits, case studies, generation techniques, vendor comparisons, anonymization, and real-world case studies showing synthetic data in action.
Fri Aug 22
Puneet Anand