> For the complete documentation index, see [llms.txt](https://intelfactor.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://intelfactor.gitbook.io/docs/intelfactor-ai/architecture-and-data/data-flow.md).

# Data flow

Event types and delivery properties.

Explains event types and delivery properties.

### Inspection Events

Inspection results are emitted as structured events that describe:

* The inspection context
* The outcome classification
* References to associated evidence

Events are designed to be compact, schema-versioned, and resilient to delivery disruption.

### Downstream Use

Inspection events may be used for:

* Real-time dashboards
* Historical analysis
* Quality reporting
* Operational review

### Next steps

* [Interfaces](/docs/intelfactor-ai/architecture-and-data/interfaces.md)
* [Evidence packaging](/docs/intelfactor-ai/architecture-and-data/evidence-packaging.md)
* [Monitoring](/docs/intelfactor-ai/operations-and-security/monitoring.md)