Synthetic Pipeline
Generate the training data that teaches your AI to do the job.
Define the domain your AI needs to handle. Provance generates scenarios and reference conversations, checks them for quality and diversity, and exports a dataset for fine-tuning.
What you get
- A structured knowledge base of problems, causes, and scenarios
- Gold-standard reference conversations
- A quality-checked, diverse training dataset
- JSONL export ready for fine-tuning
From domain to dataset
Define the problems, causes, and relationships in your domain. Build scenarios that cover the problem space. Generate reference conversations, check quality and diversity, then export the dataset.
Training remains your decision
This is not a scraper, prompt library, or model trainer. Provance produces training data; your team reviews it and trains the model. Human review is recommended before using datasets in production.
See how the Engine defines what to build →