Working files and rendered views
Editable documents where available, with the structure, tables, and context needed to understand the work.
01Professional work
The work behindthe finished answer.
The documents behind expert work. Internal technical writing, commercial decisions, financial analysis, and consulting work products, prepared for your training and evaluation goals.
Inside the program
Material your
team can use.
A defined selection
An agreed task taxonomy, inclusion criteria, and exclusions. Source material is reviewed against your brief.
Record-level evidence
Source and authorship context, preparation notes, review status, and a versioned manifest.
Reviewed presentation
De-identification and visual review are part of preparation. The delivered document must still make sense.
From brief to production
Build to your
research question.
Start with the kind of work you want a model to do. We agree what a good example looks like, then select a small review set before expanding the collection.
Why de-identification needs a human reviewFormat, source eligibility, permitted use, and the treatment of identities are agreed for each collection. Existing work and newly commissioned work are separate sourcing choices.
Work with Gerra
Which professional task is difficult to represent in your current data?
Share the task, the material you need, and how you will judge a useful result. We will shape the first review set with you.
Let’s talkteam@gerra.com