I’ve been thinking about how customer support platforms are evolving, and it feels like there’s a shift happening.

For years, the standard setup was pretty straightforward: use a help desk like Zendesk or Intercom to manage tickets, then layer AI on top to answer common questions or assist agents.

Now I’m seeing platforms take a different approach by building the AI agent and the help desk together instead of treating them as separate products.

For example, here’s how I’m looking at a few options:

The AI-native approach seems interesting because the agent isn’t just answering questions, it can work alongside the help desk by drafting responses, summarizing conversations, routing tickets, and handing cases over to a human with the full conversation already attached.

At the same time, Zendesk and Intercom have been around for years and have mature support operations that a lot of companies already depend on.

So I’m curious how people who’ve used these platforms think about it.

• If you were choosing today, would you rather start with an AI-native help desk or a traditional help desk with AI added on?
• Has anyone moved away from Zendesk or Intercom to an AI-first platform?
• What ended up mattering most after your team had been using it for a few months?

I’m less interested in feature lists and more interested in what made your day-to-day support operations easier, or harder.