Erleah vs Swapcard: Intelligence Layer vs Recommendation Engine
Swapcard has the most technically sophisticated recommendation AI in the events industry. Their GISMO engine, built on graph neural networks and refined since 2015, delivers genuine machine learning for attendee recommendations. But Swapcard is a recommendation engine inside an event management platform — it has no conversational AI, no attendee chatbot, no WhatsApp or SMS support, and no way to talk to attendees in natural language. Erleah does what Swapcard's AI does, plus everything Swapcard's AI can't.
Quick comparison
| Capability | Erleah | Swapcard |
|---|---|---|
| Core identity | AI-first intelligence layer — full lifecycle | Event management platform with AI recommendations |
| Recommendation AI | AI-driven — behavioural, contextual, cross-channel | GISMO engine — graph neural networks, custom field weighting, genuine ML |
| Conversational AI for attendees | Yes — real NLP across 5+ channels | No. Zero conversational capability. |
| Support automation | 40-70% of queries handled automatically | None |
| Channels | WhatsApp, SMS, email, web, event apps, pop-ups | In-platform only |
| Lifecycle coverage | Before, during, and after. 365-day engagement. | During-event focus. Post-event is data export and basic follow-up. |
| Memory | Layered — behavioural, contextual, persistent across events | Isolated per event. User data doesn't leak between events (privacy focus), but no cross-event intelligence. |
| Revenue generation | New revenue streams through AI-powered monetisation | Positions as "revenue-first" but through sponsorship and exhibitor management, not AI-generated revenue |
| Works with existing platforms | Yes — platform agnostic | Swapcard ecosystem |
| Pricing | Managed service, custom | Opaque — annual subscription, 90-day cancellation notice |
What Swapcard does well
Swapcard's GISMO engine is real AI. Graph neural networks, custom field weighting (interest fields at 5.0 weight vs biography at 0.3), continuous improvement from user behaviour, privacy-preserving data isolation. Their results at scale are documented — 8,500 connections, 20,000 messages, and 11,000+ meetings in three days at ChangeNOW 2024. They've also been doing this since 2015, which means real refinement over time.
Where the gap is
Swapcard built a smart recommendation engine. Then wrapped a traditional event management platform around it. The AI recommends. It doesn't converse. It doesn't support. It doesn't personalise communications. It doesn't automate the 5,900 support conversations that Erleah handled at Rose City Comic Con.
Swapcard's GISMO is an algorithm. Erleah is an agent. The difference: an algorithm processes data and returns a result. An agent understands context, plans actions, communicates across channels, remembers previous interactions, and gets smarter over time — not just at recommending, but at supporting, engaging, and generating revenue.
Swapcard's privacy-first approach of isolating data per event is good for data protection but means zero cross-event intelligence. You run 20 events on Swapcard — each one starts from scratch. Erleah's compounding data architecture means event number 20 is dramatically smarter than event number 1 because it's learned from every interaction across your portfolio.
Frequently asked questions
Is Swapcard's AI more mature than Erleah's?
Swapcard's GISMO recommendation engine has been running since 2015. For recommendations specifically, it's well-refined. Erleah is newer but architecturally broader — conversational AI, support automation, cross-event intelligence, and omnichannel delivery are capabilities Swapcard doesn't have regardless of maturity.
Swapcard positions as 'revenue-first' — isn't that the same as Erleah?
Swapcard's revenue model is through sponsorship packages and exhibitor management. Erleah generates new revenue directly through AI — €100K+ at Event Tech Live from matchmaking and hosted buyer facilitation. Different mechanisms entirely.
Can Erleah work with Swapcard?
Yes. Erleah is platform agnostic. It adds the intelligence capabilities Swapcard doesn't have — conversational support, lifecycle engagement, cross-event learning.
Other comparisons
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