Has anyone tried using Granola for event management? The reviews are mixed.

I've been monitoring the chatter around Granola for event management for a while now, and frankly, the mixed reviews are the most accurate thing about it. Everyone seems to be evaluating it based on the glossy feature list from the sales deck—seamless registration! dynamic scheduling! AI-powered matchmaking!—and completely ignoring the long-term operational reality. I decided to run a pilot for a mid-sized developer conference last quarter, and the experience was a masterclass in how a platform can be technically competent yet a strategic liability.

The core issue isn't whether it can handle ticket tiers or send confirmation emails. Of course it can. The problem is the foundation. Granola's entire data model, from attendee profiles to session mappings, is built on a proprietary schema that they actively obfuscate. Want to pull a simple report on attendee journey outside of their pre-built dashboards? You're using their query tool, which exports to their formatted CSV. Need to integrate a niche sponsor portal you already have? You'll be living in their API documentation, which is comprehensive but designed so that the data only makes sense once it's back inside Granola's ecosystem. This isn't an accident; it's a business model. They make the initial setup painless enough that you get your event off the ground, but the moment you need to own your data or adapt a process they haven't sanctioned, you hit a wall of friction.

Let's talk about the "AI" features, which are a primary driver of the hype. The session recommendations and networking suggestions are, in my assessment, a black box. You cannot audit the logic. You cannot adjust the weighting factors beyond their superficial sliders for "industry" and "seniority." When a few attendees complained about irrelevant matches, there was no way to diagnose why the system made those choices, no logs to examine, no way to tweak the underlying model. You are entirely dependent on their engineering team's priorities for improvements. This creates a significant risk for recurring events where you might promise increasing personalization year-over-year; you are essentially making a promise on behalf of a third-party system you do not control and cannot understand.

Then there's the pricing escalator. The initial tier gets you the basic registration. Need custom branded emails? That's the next tier. Want the "smart" features? That's the premium tier. Require SSO for your corporate attendees? That's an enterprise add-on with a separate negotiation. The total cost of ownership for a feature-complete setup that doesn't feel crippled is easily 3-4 times the advertised entry price. Compare this to assembling a stack with open-source tools for registration, a self-hosted scheduling platform, and a straightforward CRM. The initial setup is more complex, but you own every component, your data flows are transparent, and your annual costs are predictable and often lower after the second year.

The mixed reviews likely stem from a fundamental difference in perspective. The positive ones are from users evaluating the first event, the shiny interface, and the relief of not having to build something from scratch. The negative ones are from organizations on their second or third event who are now hitting the migration lock-in stage, realizing they need to either accept Granola's way of doing everything forever or undertake a painful, costly data migration to escape. My advice is to look past the features checklist and model your total cost over three years, including the staff time to work within its constraints and the potential exit cost. For a one-off event, it might be tolerable. For anything that is part of your organization's ongoing operations, it represents a substantial risk of vendor capture.

Just my two cents