Start with the work you need done.
Practical examples for research, operations and evidence review. Adapt the workflow to your domain while keeping the same approval boundaries.
Start from the work, not the feature
These pages take a kind of work and show which surfaces it uses, in what order, and where a person has to decide something. The approval boundaries do not change between domains — only the sources, the vocabulary and the shape of an acceptable result do.
Worked examples
- Sales — researching organisations without losing the source behind each fact.
- Finance — evidence-led research where the citation matters as much as the figure.
- Legal — questions asked across a document collection, answered from the passage.
- Insurance — document review that stays traceable from intake to decision.
- Life sciences — scientific material organised so a reviewer can follow the evidence.
- Engineering — development work with a diff and a check you can read before accepting it.
- Everyday work — an open question carried through to a finished, shareable artifact.
Adapting one
- Replace the sources first. A workflow is only as good as the material it is entitled to read, and that is the part that differs most between teams.
- Keep the review step where the example puts it. Moving an approval later saves a click and costs the ability to catch the wrong scope before it runs.
- Write down what a good result contains before running it, so that the first fluent answer does not become the definition of success.
7 resources
- Use cases
Development work with a reviewable result
Start with a repository and a concrete improvement. Work toward a focused change, a readable diff and checks that show what the result does.
cli - Use cases
Evidence-led financial research workflows
Organize filings, company documents and research questions into findings you can review. Keep reported figures, assumptions and source dates visible.
research - Use cases
Move from an open question to a finished artifact
Turn an open question into a brief, plan or finished artifact. Bring your sources into a project, work through the next steps and review the output before sharing.
artifact - Use cases
Organize scientific evidence for review
Bring a literature question into a structured evidence review. Compare study designs, populations and reported outcomes without losing the details of each source.
research - Use cases
Research across document collections
Organize a document collection around a specific research question. Keep jurisdiction, date and exact source passages attached to findings for professional review.
research - Use cases
Research organizations without losing source context
Understand an organization before deciding how to approach it. Gather company research, record supporting sources and separate established facts from questions to explore.
research - Use cases
Traceable document review workflows
Compare policy documents while keeping versions, definitions and exclusions in view. Connect each finding to the passage a reviewer needs to examine.
knowledge