Documentation Index
Fetch the complete documentation index at: https://docs.sonian.ai/llms.txt
Use this file to discover all available pages before exploring further.
Vision
Sonian exists to make company knowledge usable by AI. Scale AI helped make training data operational for modern models. Sonian does the same for knowledge in the age of retrieval and agents. We help teams turn scattered documents, internal content, and operational context into structured, retrieval-ready knowledge that powers high-quality RAG. Good models are no longer enough on their own. Real product quality depends on the quality of the knowledge layer behind them. Sonian gives teams the infrastructure to prepare, organize, and ship that knowledge into production.Why Sonian matters
Sonian is valuable because strong AI products need more than a model endpoint. They need clean data ingestion, grounded retrieval, controllable agent behavior, and reliable deployment paths. With Sonian, teams can centralize knowledge, connect it to agents, and deliver more accurate answers across support, operations, internal search, and customer-facing AI experiences.Get started building agents
Launch your first AI agent in three steps.Quick start
Follow the guided setup to launch your first agent.
The agent building workflow
Create a datasource
Connect the sources your agent should use for grounded answers.
Upload files
Add documents, PDFs, and files your agent can retrieve from at runtime.
Configure your agent
Define behavior, model strategy, tools, and response rules.
Deploy
Deploy to production and monitor performance across channels.
Customize your agent
Shape your agent for your product, workflows, and support operations.Agent settings
Control instructions, models, routing, and runtime behavior.
Embed widgets
Ship chat and form experiences directly into your product.
API reference
Integrate agents into your stack with the API.