HuggingFace and ServiceNow released AutoSynthData — training data generation for enterprise agents

⚡ No manual labeling — AutoSynthData from ServiceNow AI synthesizes data for enterprise agents

Enterprise agents hit a wall with datasets: every internal company task needs its own labeling, and it's collected by hand. On October 2, 2026, the ServiceNow AI blog on HuggingFace released AutoSynthData — a pipeline for automatic synthesis of training data for enterprise agents.

The release is called "AutoSynthData: Generating Training Data for Enterprise Agents" and is available here: https://huggingface.co/blog/ServiceNow-AI/autosynthdata

The gist: datasets for a company's internal tasks are assembled quickly, no manual labeling is needed — the pipeline synthesizes the training data itself. Along with the release, a description of the architecture and metrics was published. An image is attached to the post