In clinical research, trust depends on being able to verify the work.

That standard matters for Gleam. When software helps with source data and EDC entry, every suggestion should be easy to review. If Gleam proposes a value, site staff should be able to see where it came from in the source and why it fits that field. If the system is uncertain, it should make that clear and leave the decision to the person reviewing the record.

That matters because data entry is tied to real context. Coordinators and clinicians notice when something doesn't look right. They can tell when a missing value reflects a gap in the source, not just an empty field. They were there for the visit. They know what happened. Good software should support that judgment, not override it.

Trust grows when the product behaves in a way people can verify for themselves.

We see Gleam as a tool that helps with the work while leaving responsibility with the person who owns the record. Trust grows when the product behaves in a way people can verify for themselves.

It also grows when the tool can be shaped by the team using it. People make corrections. Gleam picks up recurring CRFs and becomes more dependable over time. The system improves because users can direct it instead of having to work around it.

The goal is straightforward: review should be part of the workflow, and control should stay with the user. That is the basis for trust.