cite-sources

To prevent hallucination in AI agent outputs, attach inline citations after each metric, date, or claim to trace them back to specific data sources. Running this workflow as a final quality gate ensures every assertion in summaries and reports is verifiable.

The best way to ensure traceability for metrics and ticket references is to apply a citation workflow that attaches inline source links to every data point. This guarantees that stakeholder reports are fully backed by original source trackers.

Yes, you can use inline citations for stakeholder reports pulling from multiple data sources. The process supports multiple citation formats and link types to back up every assertion, ensuring all numbers and dates are traceable regardless of the source.

You need to run the inline citation workflow during the final quality step of agent output generation. Applying it at the end ensures all numbers, claims, and ticket references in summaries and analyses are annotated with their specific data sources.

Adding inline citations to agent outputs supports multiple source formats and link types. This allows you to back up every assertion, metric, and date in your analysis with traceable references to specific data trackers and source documents.