EVT.01
Agenda & Speaker Operations
Call-for-papers triage, speaker chasing and agenda change handling on top of your speaker management software; reviewers score and the committee chooses.
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Event AI,
so the team can host.
Systems run the logistics. People run the room. Speaker submissions sorted, attendees answered at three in the morning, exhibitors chased for their stand forms. AI takes the logistics so the team can do the part only people can: running the room.
Last reviewed 30 October 2026 · Engineering guidance, not legal or regulatory advice.
In context
AI event planning means using models for the repetitive operational work of an event, such as speaker submissions, attendee questions, agenda changes and exhibitor admin, while organisers keep the programme, the commercial relationships and the decisions on the day.
Where it breaks today
01
Hundreds of submissions, one committee
A call for papers produces more abstracts than a programme committee can read carefully, and the chasing of bios, headshots and slides runs until the morning of the session.
02
The same question, a thousand times
Where is registration, is there a cloakroom, which room moved. The answers exist in a PDF; attendees ask the registration desk anyway.
03
Exhibitors in a spreadsheet
Stand forms, deadlines, badge allocations and sponsor deliverables tracked by hand, and the post-event report assembled from exports the week after.
OUR APPROACH
AI for events that works inside your event platform
Most organisers already run a platform: Cvent, Bizzabo, Swapcard, Eventbrite or a home-built registration system, with Sessionize or Pretalx for the call for papers and HubSpot or Salesforce for sponsors. We build on top of what you run. The agenda remains the record, registration remains the record, and the AI reads from and writes to them through their APIs.
Attendee data is personal data under GDPR, and some of it is sensitive: dietary needs can reveal religion or health, and accessibility requests often concern disability. We keep those fields separate and visible only to the people who need them, use matchmaking and lead scanning only with clear opt-in, and tell attendees when they are talking to an automated assistant, which the EU AI Act requires for chat systems. Your data-protection lead makes the determinations.
And the programme stays human. Models can sort, summarise and flag abstracts; the committee chooses who speaks.
HOW IT DEPLOYS
PHASE 01
Pick the bottleneck
The call for papers, the attendee inbox or exhibitor admin: whichever cost the team most at the last edition.
PHASE 02
Connect the platform
Integrated with your registration, agenda and CRM systems, tested against last edition’s real data before the next one opens.
PHASE 03
Run it live, with a human desk
During the event, a named person watches the escalation queue, and every change to the agenda is approved before it goes out.
What we build
01
Agenda and Speaker Operations
Call-for-papers triage, reviewer assignment, speaker chasing and agenda change handling, so the committee spends its time on choices, not admin.
SEE AGENDA & SPEAKERS →02
Attendee Concierge
An event chatbot in the app, on the website and on WhatsApp that answers from the live agenda and venue guide, and opt-in attendee matchmaking.
SEE ATTENDEE CONCIERGE →03
Sponsors and Exhibitors
Exhibitor onboarding, deadline chasing, deliverable tracking and sponsor reports assembled from real event data.
SEE SPONSORS & EXHIBITORS →04
Workflows Across Your Stack
The plumbing under all three: registration, agenda, CRM, email and badge systems kept in step without re-keying.
SEE CROSS-PLATFORM WORKFLOWS →Controls we implement
SENSITIVE FIELDS SEPARATED
OPT-IN MATCHMAKING ONLY
AI DISCLOSED TO ATTENDEES
AGENDA CHANGES APPROVED
NO TRAINING ON ATTENDEE DATA
RETENTION SET PER EDITION
These are engineering controls we build into the architecture, not certifications. QQuantum.ai holds no security certifications, and your data-protection obligations remain yours — see our trust centre.
Events & conferences use cases
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EVT.02
Attendee Concierge
An event chatbot answering from the live agenda and venue guide in each attendee’s language, with opt-in matchmaking and urgent issues sent straight to staff.
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EVT.03
Sponsors & Exhibitors
Exhibitor onboarding and chasing, sponsor deliverable tracking and data-backed sponsor reports, reviewed by the partnerships team before any sponsor sees them.
Open page
Questions
Questions about Events & Conferences.
How can AI be used in events?
Mostly in operations. AI drafts speaker outreach and marketing copy, sorts and summarises call-for-papers submissions, answers attendee questions from the live agenda, suggests sessions and people to meet, chases exhibitor forms, and assembles post-event reports from registration and scan data. Strategy, the programme, sponsor relationships and hospitality on the day stay with the event team.
Which AI is best for event planning?
For drafting copy and agendas, a general assistant such as ChatGPT or Claude is often enough. Platforms like Cvent and Bizzabo are adding their own AI features. A custom build is worth it when the work depends on your own data across several systems, such as abstracts, registrations, agenda changes and exhibitor records, and has to run reliably during a live event.
Is attendee data safe to use with AI?
It can be, with care. Attendee records are personal data under GDPR, and dietary and accessibility fields can reveal health or religion. We keep those fields separated and restricted, do not send attendee data to providers that train on it, use matchmaking and lead retrieval only with opt-in, and set retention per edition. Your data-protection lead decides the lawful basis.
Can an event chatbot handle agenda changes?
Yes, if it reads from the live agenda rather than a copy. When a session moves, the change is made once in your agenda system, approved by a person, and the concierge answers from the updated record immediately. That is why integration with the agenda platform matters more than the model.
Will AI replace event planners?
No. It removes repetitive work, such as answering the same question for the thousandth time or chasing a missing headshot, so planners can spend time on the programme, partners and the experience in the room. Decisions about speakers, sponsors and what happens when something goes wrong on the day stay with people.
