Education
Questions may include teaching support, learning analytics or accessible content. Learner privacy, pedagogical quality and instructor control come first.
Research and knowledge work
Search and synthesis tools can help find relevant material, but citations, provenance and careful review remain essential.
Business operations
Analytics can support demand planning, document workflows and monitoring. Appropriate baselines and workflow integration matter more than model novelty.
Public-interest work
Data can clarify resource needs and service outcomes. Engagement with affected communities and clear accountability are necessary where decisions affect people.
These examples illustrate potential domains of work; they are not claims of past client deployments.