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AI Synthetic Data Studio
Local, air-gapped synthetic data generator via Ollama
An air-gapped, offline-first tool to generate schema-compliant synthetic tabular datasets locally via Ollama. No proprietary data ever leaks to cloud APIs (GDPR/KVKK compliant). Enforces deterministic validation, regex constraints, and cross-column rules to eliminate hallucinations. Backed by 960+ tests, with direct CSV, Parquet, and JSON export support.
Hey Product Hunt! 👋
I built AI Synthetic Data Studio because uploading internal records or test datasets to cloud LLMs poses serious compliance risks.
I wanted a strictly offline tool that runs on local hardware using Ollama, while enforcing deterministic rules and cross-column validation so models can't hallucinate invalid data.
The project is open-core, and I’d love to hear your feedback on the local inference workflow and validation rules!
About AI Synthetic Data Studio on Product Hunt
“Local, air-gapped synthetic data generator via Ollama”
AI Synthetic Data Studio was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #136 on the daily leaderboard. An air-gapped, offline-first tool to generate schema-compliant synthetic tabular datasets locally via Ollama. No proprietary data ever leaks to cloud APIs (GDPR/KVKK compliant). Enforces deterministic validation, regex constraints, and cross-column rules to eliminate hallucinations. Backed by 960+ tests, with direct CSV, Parquet, and JSON export support.
On the analytics side, AI Synthetic Data Studio competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AI Synthetic Data Studio performed against the three products that launched closest to it on the same day.
Who hunted AI Synthetic Data Studio?
AI Synthetic Data Studio was hunted by Burak Yıldız. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Synthetic Data Studio including community comment highlights and product details, visit the product overview.
Burak Yıldız