ConceptDiscovery layer

Context Capture Surface

The Context Capture Surface framework measures how much of an agency's operational reality an AI personal assistant can see before it acts. Tools like MyHandler capture screen content, meeting transcripts, files, and inboxes into an encrypted on-device database, creating a searchable memory that answers questions like 'What did I quote Acme?' The wider the capture surface, the more accurate the assistant's drafting, scheduling, and data organization. For agencies, this surface determines whether the assistant standardizes client communication or misses nuance. A narrow surface, limited to calendar events, produces generic reminders; a broad one, spanning email, Slack, and call recordings, can draft context-aware follow-ups. The risk is governance: a wider surface means more client data in one place, so agencies must pair capture breadth with access controls and retention policies.

By InnovaAI ResearchPublished Updated

Context capture surface → delegation accuracy

Narrow capture (calendar only) → Broad capture (screen, transcripts, inboxes)

The Context Capture Surface framework measures how much of an agency's operational reality an AI personal assistant can see before it acts. Tools like MyHandler capture screen content, meeting transcripts, files, and inboxes into an encrypted on-device database, creating a searchable memory that answers questions like 'What did I quote Acme?' The wider the capture surface, the more accurate the assistant's drafting, scheduling, and data organization. For agencies, this surface determines whether the assistant standardizes client communication or misses nuance. A narrow surface, limited to calendar events, produces generic reminders; a broad one, spanning email, Slack, and call recordings, can draft context-aware follow-ups. The risk is governance: a wider surface means more client data in one place, so agencies must pair capture breadth with access controls and retention policies.

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