Draft:Gretel AI

{{Paid contributions|date=March 2025}}

{{AFC submission|d|corp|u=Mckornfield|ns=118|decliner=Gheus|declinets=20250303224847|small=yes|ts=20241227141205}}

{{AFC submission|d|corp|u=Mckornfield|ns=118|decliner=WeirdNAnnoyed|declinets=20241215135408|small=yes|ts=20241209193126}}

{{AFC comment|1=You can expand the draft based on these articles: [https://techcrunch.com/2021/10/07/gretel-ai-raises-50m-for-a-platform-that-lets-engineers-build-and-use-synthetic-datasets-to-ensure-the-privacy-of-their-actual-data/], [https://fortune.com/2024/06/13/gretel-ai-startup-synthetic-data/], [https://www.ft.com/content/053ee253-820e-453a-a1d5-0f24985258de] Gheus (talk) 22:48, 3 March 2025 (UTC)}}

{{AFC comment|1=I looked through the referenced papers and there's more than one reference for sure, two of them are explicitly about Gretel, one uses it as a comparison, and I added a fourth. If you think any are passing references, then let me know and I'll remove them. I also removed the link to Gretel's own website as a reference. Mckornfield}}

{{AFC comment|1=The sources cited in this article are either connected to the subject (Gretel's own website), trivial passing mentions, or about other topics entirely. We need significant coverage about the company in secondary, reliable sources to have an article. If such sources can be found the article can be re-created. WeirdNAnnoyed (talk) 13:54, 15 December 2024 (UTC)}}

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{{Short description|Synthetic Data Generation Company}}

{{Draft topics|internet-culture|software|computing|technology}}

{{AfC topic|org}}

{{AFC comment|1=I looked through the referenced papers and there's more than one reference for sure, two of them are explicitly about Gretel, one uses it as a comparison, and I added a fourth. If you think any are passing references, then let me know and I'll remove them. I also removed the link to Gretel's own website as a reference. Mckornfield}}

{{Infobox website

| name = Gretel

| logo =

| location = San Diego, California, US

| founder = {{hlist|Ali Golshan|Alexander Watson|John Myers}}

| CEO = Ali Golshan{{cite news|url=https://odsc.com/blog/speaker/ali-golshan/|title=Ali Golshan|website=Open Data Science Conference|date=9 December 2024 |access-date=2024-12-09}}

| industry = Software

| url = {{URL|https://gretel.ai/}}

| foundation = {{Start date and age|Jan 2020}}

| area_served = Global

| num_employees = 50-100

}}

{{Infobox software

| title =

| name = Gretel AI

| developer = Gretel Labs

| released = {{Start date and age|2020|3|31}}

| ver layout = stacked

| license = [https://github.com/gretelai/gretel-python-client SDK] - Apache 2.0, [https://github.com/gretelai/gretel-synthetics Synthetics] - Source-available software

| platform = Amazon Web Services, Microsoft Azure, Google Cloud Platform

| programming language = Python

}}

Gretel (also known as Gretel Labs or Gretel AI) is a software startup focused around creating high quality and private Synthetic data. Its primary focus is on generating textual, JSON or tabular data. It accomplishes this using a mix of privacy preservation tools (transformations, differential privacy) in concert with data generation tools (Large language models, and custom Fine-tuning (deep learning)).

Gretel's quality enforcement is accomplished by performing quality checks during data generation, thereby reducing the amount of low quality data in the final dataset.

This type of enforcement can also apply to privacy concerns, by using privacy filters or introducing appropriate levels of noise during data generation.