Research document portal / Philadelphia
A research organisation needs submissions, supporting documents and approvals linked to the correct version.
What we can take on
Find approved procedures and draft a missing-information checklist.
AI and application engineers build the data and user workflow; QA evaluates failure cases; your domain reviewer sets what counts as a useful and acceptable response.
Where we test the limits
Test revision conflicts, restricted access and incomplete submissions. Include uncertain outputs, unsupported answers and source permissions in the evaluation.
Representative evaluation cases, source and access checks, visible failure handling and a user workflow that still works when the model cannot answer.