Know the context behind the name.
Build a useful picture of a person or company before a meeting or decision. The enrichment skill combines what you already know with relevant external evidence and keeps the result connected to your work.
Illustrative request
Research this person before our meeting and update the page with what has changed.
The assistant checks the existing record, resolves the identity, gathers relevant updates and saves a cited profile with dated events. Conflicting sources remain visible.
Illustrative scenario, not a live product result.Begin with your relationship context
The workflow searches existing memory before looking outward. Previous meetings, projects and direct observations can explain why a person matters more clearly than a public biography. Research depth scales with the importance of the relationship and the question you are answering.
Capture more than a job title
An enriched page can connect current role, public work, attributed views and relationship history. Citations distinguish supported facts from interpretation. Raw source responses can be retained for checking, and meaningful new events are added to the timeline.
- Current state with supporting sources
- Related people, companies and projects
How it runs
A connected agent uses Memrain read and write tools plus its available web or enrichment tools. External APIs require their own access. Identity mismatches and uncertain evidence are reviewed before changing a person’s record; existing user assessments are preserved.
Keep the context. Move the work forward.
Connect your knowledge to the AI you already use. Find your starting point and make the next conversation count.