A pre-event briefing built from an attendee's profile and the event agenda. The model reads both, scores the event for strategic relevance, and returns a session plan and a shortlist of people worth a deliberate conversation.
Industry conferences come with hundreds of sessions and thousands of attendees. Most of the value is captured by the small share of people who arrive with a plan. The rest meet whoever is in line for coffee.
A briefing workflow that takes a structured attendee profile and a parsed agenda, then returns a one-page brief: a relevance score, a ranked session plan with reasons, and a shortlist of speakers and attendees ranked by strategic value.
The model reads the agenda, speaker roster, and attendee list against the person's role, focus areas, and goals — scoring fit on a fixed rubric, summarizing why each session matters, and drafting an opening line for each suggested contact.
Working framework. Used to brief two events; the method can be adapted to conferences with structured session and speaker data.
Working framework shown with synthetic data. It can be adapted to conferences with structured session and speaker data.
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