01Knowledge Ontology
Knowledge Ontology for Societies & Events
We pull a society's history, sessions, speakers, abstracts, members and sponsors out of scattered spreadsheets and documents, and connect them in a single knowledge graph. Preparation that used to start from scratch every year now starts from accumulated data.
- Relationships between speakers, sessions and topics
- Event data unified across years
- Evidence for speaker suggestions and program design
02Event Operations Platform
AI Event Operations Platform
We build an operations system that brings registration, abstracts, accommodation, schedules and payments together, and use AI to automate repetitive work such as notices and attendee inquiries.
- One dashboard for registration, abstracts and accommodation
- AI assistant for attendee inquiries
- Automatic schedule updates and announcements
03Abstract & Program Intelligence
Abstract Review & Program Support
Submitted abstracts are classified by topic and matched with suitable reviewers. Duplicate submissions and conflicts of interest are flagged early, and a first draft of the session plan is ready quickly.
- Automatic topic classification
- Reviewer matching and conflict checks
- Draft session schedules
04Secretariat Knowledge Assistant
Secretariat Knowledge Search (RAG)
Bylaws, minutes, official letters and member notices become a searchable knowledge base, so staff get accurate answers together with the source documents.
- A knowledge base of secretariat documents
- Answers that cite their sources
- Automated member notices and FAQs
05Multilingual Communication
Multilingual Communication
Notices, announcements and emails for international meetings are prepared quickly in several languages, with technical terms kept consistent through a glossary for each society.
- Multilingual notice drafts
- A terminology glossary per society
- Support for communicating with overseas attendees
06Post-event Insight
Data-driven Post-event Analysis
We analyze registration data and satisfaction surveys to find what to improve next time, and draft the final report automatically.
- Attendee and session analysis
- Survey summaries and insights
- Automated report drafts