Embedded AI
Helps inside the vendor’s interface—often with writing, recommendations, summaries, or guided setup.
Platform comparison
Every platform says it has AI. Ask what it's allowed to do.
Here's the fastest way to cut through an event-software demo. Ask one question: can my AI actually change something — move a session, issue a refund — and who approves it? Most reps will change the subject. This page is what happens when you don't let them.
01Three product models
“Has AI” is no longer a useful buying criterion.
The meaningful question is how deeply the AI is connected, what it is allowed to change, and how the organizer stays in control.
Connected AI
Lets Claude or ChatGPT query live event data, usually through an MCP server or another integration.
AI-operable
Lets your chosen AI understand context, take permissioned action, pause for approval, and record the result.
02Full feature comparison
The whole feature list. Side by side.
No cherry-picking. Registration to badge printing to budgets to AI — every major capability, next to Cvent, Swoogo, and Bizzabo. Where we're not there yet, the cell says “coming soon,” because you'd find out anyway.
| Feature | ConferenceOS | Cvent | Swoogo | Bizzabo |
|---|---|---|---|---|
| Platform model | ||||
| Operating model | AI-native conference operating layer | Enterprise event management suite | Flexible event management SaaS | B2B Event Experience OS |
| Deployment | Your own isolated instance and database | Multi-tenant SaaS | Multi-tenant SaaS | Multi-tenant SaaS |
| Best fit | Organizers who want AI to run governed workflows | Large enterprises standardizing broad event programs | Teams prioritizing flexible registration and integrations | B2B teams connecting events to revenue and engagement |
| Registration & ticketing | ||||
| Event websites & branding | Included — themed per event | Included | Included | Included |
| Registration & ticket tiers | Included — unlimited tiers, sale windows | Included | Included | Included |
| Group & corporate registration | Included — claim links and invoicing | Included | Included | Limited public info |
| Discount codes & ticket transfers | Included | Included | Included | Included |
| Scholarship program workflow | Included — application through auto-generated codes | No packaged equivalent found | No packaged equivalent found | No packaged equivalent found |
| Payments | Your own Stripe account — no card data stored | Platform payment processing | Multiple gateway options | Platform payment processing |
| Refund management | Included — full and partial, with audit trail | Included | Included | Included |
| Program & speakers | ||||
| Call for proposals | Included — guided multi-step wizard | Included (abstract management) | Via custom forms | Included |
| Multi-reviewer scoring workflow | Included | Included | Limited public info | Limited public info |
| Speaker portal & deadline reminders | Included — automated ticklers and comms templates | Included | Limited public info | Included |
| Multi-track schedule builder | Included — drag and drop | Included | Included | Included |
| Session sign-ups & waitlists | Included | Included | Included | Included |
| Personal agendas & session reminders | Included | Included | Included | Included |
| Sponsors & expo | ||||
| Sponsor tiers & prospectus | Included — interactive prospectus builder | Included | Included | Included |
| Sponsor portal & asset approvals | Included — deliverables and benefit tracking | Included | Limited public info | Included |
| Booth picker & floor plans | Included — visual layout editor | Included | Limited public info | Included |
| Sponsor lead capture | Coming soon — offline badge-scan app | Included (LeadCapture) | Included | Included (Klik) |
| Onsite operations | ||||
| QR check-in & kiosk mode | Included — with offline scan reconciliation | Included (OnArrival) | Included | Included |
| Badge printing | Coming soon | Included | Included | Included (smart badges) |
| Attendee experience | ||||
| Mobile experience | Installable PWA with push — no app store | Native app (Attendee Hub) | Native app | Native app |
| Attendee directory & messaging | Included — opt-in, moderated, privacy-first | Included | Included | Included |
| AI attendee matchmaking | Coming soon | Included | Limited public info | Included |
| Gamification | Included — karma, badges, activity rewards | Included | Limited public info | Included |
| Post-event recap microsite | Included — sessions, videos, reviews | Limited public info | Limited public info | Limited public info |
| Communications & growth | ||||
| Email broadcasts & audience segments | Included — saved segments, consent-aware | Included | Included | Included |
| Newsletter / ESP sync | Native adapters — Beehiiv, Kit, Mailchimp, more | Via integrations | Via integrations | Via integrations |
| SMS engagement | Coming soon | Included | Limited public info | Limited public info |
| Paid-ad attribution (UTM to revenue) | Included — first and last touch | Via integrations | Via integrations | Via integrations |
| Referral tracking & speaker share kits | Included — tracked links, auto-generated cards | Limited public info | Limited public info | Limited public info |
| Virtual & hybrid | ||||
| Virtual & hybrid sessions | Included — Zoom, Livestorm, YouTube Live, more | Included | Via integrations | Included |
| Attendance metrics & recordings | Included | Included | Via integrations | Included |
| Money & back office | ||||
| Built-in CRM | Included — pipeline, people, organizations | Via CRM integrations | Via CRM integrations | Via CRM integrations |
| Event budgets & P&L | Included — with vendor tracking | Included | Limited public info | Limited public info |
| Revenue dashboard | Included — tickets and sponsors together | Included | Included | Included |
| AI & automation | ||||
| External AI access to live event data | Native, model-neutral MCP connection | Announced (CventIQ Skills) | Included — read-only MCP | No public MCP connection found |
| AI takes governed actions with approvals | Included — role-scoped write tools, approval gates | Announced | No public equivalent found | No public equivalent found |
| Bring your preferred AI | Claude, ChatGPT, or any MCP client | Claude and ChatGPT cited | Any MCP-compatible assistant | Platform AI |
| AI support agent for attendees | Included — grounded in live event context | Included | Limited public info | Included |
| AI content — recaps, newsletters, ad creative | Included | Included | Limited public info | Included |
| Platform & trust | ||||
| REST API & signed webhooks | Included — scoped keys | Included | Included | Included |
| SSO / SAML | Included | Included | Included | Included |
| GDPR / CCPA export & erasure tooling | Included — with consent management | Included | Included | Included |
| Audit trail of admin and AI actions | Included — every action recorded | Included | Limited public info | Limited public info |
| Public software bill of materials | Published | None found | None found | None found |
| Public status page | Included | Included | Included | Included |
Based on publicly documented product information, reviewed July 2026. Packaging and announced capabilities change; “limited public info” and “none found” mean the capability was not found in public product material — not proof a vendor cannot provide it. Product names and trademarks belong to their respective owners and do not imply endorsement or affiliation.
Prefer the technical detail? See how governed agent actions work →
03Who this is for
Two kinds of buyers. One honest answer for each.
If you need a ten-year enterprise track record and an on-site support army, buy Cvent — genuinely. If you want the event system your AI can actually run, or one you can embed in your own product, keep reading.
Event organizers
Run your conference by asking, not clicking
You own the outcome: planned, published, sold out, delivered, improved. Connect the AI you already use and hand it the busywork — you keep the approvals.
Technology companies
Embed a full conference platform in your product
White-label the whole thing: your brand, your customers' provider accounts, isolated deployments, and an API and MCP surface your own systems can build on.
The practical difference
See organizer benefits