Every run checks completeness, plausibility, schemas, and your domain rules before delivery. Every value links to its source. Checks and changes are recorded in an audit trail.
Always-on agents analyze logs and QA metrics, investigate source changes, and test repairs. When they get stuck, a human gets involved and you get notified.
Agents write the pipeline. Deterministic code extracts and transforms the data.
Our trust adapter checks source evidence, completeness and schema before delivery. It records the checks and changes for each run, so you can inspect how the data was verified.
Our browsers imitate human-like behavior and can rotate global IP addresses with each request. We follow all best practices for ethical data collection.
To ensure reliable responses, we utilize: