
Picking a new customer support platform is a pretty huge decision. In B2B, it's even trickier because you're juggling long-term relationships and chats across a dozen different channels. For years, industry leaders like Freshdesk have set the standard for customer service, providing the mature, reliable infrastructure that powers thousands of businesses. If you’ve ever been in the support trenches, you know these established platforms offer incredible depth and capabilities. However, the way B2B teams operate is constantly evolving, which has created an opening for newer tools, and one that keeps popping up is Pylon.
Pylon's pitch is that it's the all-in-one support hub made just for B2B. They promise to bring all your channels together, add a dash of AI, and make everything feel smoother. But does it deliver? Let's take an honest look at what it’s actually like to use. We’ll dig into its main features, the whole 'rip-and-replace' setup, its fuzzy pricing, and see how it compares to a different, more AI-focused way of doing things.
What is Pylon?
So, what exactly is Pylon? Think of it as a single dashboard that tries to pull together your support inbox, some AI helpers, a knowledge base, and customer info. It's backed by Y Combinator and is aimed squarely at B2B companies that want to consolidate their communication channels.
The main idea is to replace your existing helpdesk with their ecosystem. It connects directly with the places B2B chats are actually happening, like shared Slack channels and Microsoft Teams. The goal is to be the one place for every single customer conversation, from a quick question to a complicated problem. It's a big promise. Let's see if it stands up to reality.
A breakdown of Pylon's core features
Pylon’s platform is built around a few key ideas, each meant to solve a common headache for B2B support teams. Let's dig into what they're offering and where the trade-offs might start to show.
Omnichannel support for modern channels
What it is: Pylon’s main feature is a central inbox that gathers conversations from Slack, Microsoft Teams, email, chat, you name it. The point is to give your team one screen to see every customer interaction, wherever it’s coming from.
Why it matters: In B2B, support is rarely a one-off ticket. It's an ongoing chat in a shared Slack channel or a long thread in Teams. Having one inbox means your agents aren't constantly switching between apps just to keep up.
The catch: Here’s the thing, though. A unified inbox is a great starting point, but it doesn't magically reduce the number of questions you get. You still have to sort through everything, figure out who should answer what, and then actually respond. The inbox is just a bigger bucket; the real work is still there. Another way to think about it is to power up the helpdesk you already use. A tool like eesel AI hooks into the same channels but works inside the software your team is already familiar with, so you can leverage your existing, sophisticated setup.
Pylon AI agents and assistants
What it is: Pylon uses AI to handle some of the repetitive stuff. Think automatically sending a ticket to the right person, suggesting a reply based on old conversations, or flagging topics you should probably write a help article about.
Why it matters: Good AI can improve your helpdesk response times and take over the repetitive questions that can drain an agent's time. This frees them up to focus on the tricky problems where they can really make a difference. It’s pretty much what every scaling support team is looking for.
The trade-off: When the AI is built directly into an all-in-one platform, you’re committed to their specific AI model. It can feel like a bit of a black box, and you can't really see how well it works with your actual customer questions until after you've already moved everything over. A less risky way to do it is to test the AI first. For instance, eesel AI's AI Agent lets you run it on thousands of your past tickets in a simulation mode. This shows you exactly how much it would have automated before you let it talk to a single customer. You get real numbers, so you can roll it out confidently, maybe starting with just one or two types of questions.
AI-powered knowledge management
What it is: Pylon gives you tools to write, sort, and even translate your help center articles. Its AI also tries to spot gaps in your knowledge base by looking at the questions customers are asking.
Why it matters: A good knowledge base is everything. It lets customers help themselves and gives your agents a single source of truth so they can answer questions quickly and correctly every time.
The reality of upkeep: Let's be honest, even with AI nudges, keeping a knowledge base updated is a grind. Articles get old, and new problems pop up that you haven't documented yet. The real goldmine of information is in the thousands of support conversations you've already had. This is where a smart AI layer can be a huge help. Instead of just pointing out what's missing, eesel AI can actually read your resolved tickets and write draft articles for you. It turns your team's best answers into permanent help docs, making sure your knowledge base is constantly getting better on its own.
The biggest hurdle with Pylon: Platform migration
Switching any major software is a massive undertaking. When you're talking about replacing your entire helpdesk, the heart of your support team, the stakes get incredibly high. This isn't just about adding another tool; it's about changing how your team does their job, day in and day out.
Moving to Pylon from Zendesk or Freshdesk
If you look at Pylon's website, they talk a lot about customers who have migrated off platforms like Freshdesk or Zendesk. This "rip and replace" approach is their primary model. They’re asking you to commit to moving every single historical ticket, retraining your entire team, and rebuilding all the sophisticated workflows, macros, and reports you've spent years perfecting in your current system.
The hidden costs here are notable. Moving all that data is complex and you risk losing important customer history. Training everyone on a new system means downtime and a productivity slump right when you can't afford one. And for your customers? They may notice a sudden change in how they get support as your team adjusts to the new environment.
The alternative to Pylon: Augmenting instead of replacing
But there’s a much simpler way to get all the perks of AI. Instead of tearing everything down, you can just add a smart AI layer that works right on top of the tools you already have.
This is where a tool like eesel AI comes in. It's built to plug directly into Freshdesk, Zendesk, Gorgias, and a bunch of others. You can be up and running in minutes, not months, because there's nothing to migrate.
With this approach, you get a few major wins:
- No retraining required. Your team stays in the helpdesk they know and trust. eesel’s AI tools just appear inside it, ready to help.
- You see results, fast. The AI plugs in and starts learning from your past tickets, macros, and help articles right away.
- You're in the driver's seat. You get to choose exactly what to automate. Start small with the easy stuff, like "where is my order?" tickets, and expand as you get comfortable, all without messing up your team's flow.
Pylon pricing vs. transparent alternatives
You can tell a lot about a software company by looking at its pricing page, or lack thereof. Pylon currently requires prospective customers to schedule a demo and get on a call with sales to receive a quote.
This can make the initial evaluation process feel a bit more involved. You have to sink time into a sales pitch before you can fully compare it with other options.
| Feature | Pylon | eesel AI |
|---|---|---|
| Pricing model | Custom quote (Requires sales call) | Transparent, public tiers |
| Fees | Unknown (Potentially per-seat, per-feature) | Based on AI interactions (No per-resolution fees) |
| Contracts | Likely annual commitment | Flexible monthly or annual plans |
| Trial | Demo-based | Free trial, fully self-serve setup |
Predictable pricing is a really big deal for growing teams. A lot of AI tools charge you per resolution, which can lead to fluctuating costs. A more straightforward model, like the one eesel AI uses, is based on AI interactions. Your costs are tied to how much you use it, so there are no surprises on your invoice. Plus, you can often find flexible monthly plans, so you aren't stuck in a year-long contract right out of the gate.
The verdict: Is Pylon the right B2B support tool for you?
So, who should actually consider Pylon? It could make sense for a couple of specific scenarios:
- You're an early-stage B2B startup without any helpdesk yet. Starting fresh with an all-in-one might be a viable path.
- Your team is committed to a full migration and looking for a specific, unified B2B focus.
But for most established teams who are already utilizing the robust capabilities of their current helpdesk and just want to add some serious AI muscle, the pain of a full migration is a tough sell. If what you really want is to manage ticket volume, make your agents more efficient, and scale support while keeping your proven tech stack, adding a complementary AI layer is often the more efficient choice.
This video provides a quick analysis of whether the Pylon platform is worth the hype for customer support teams.
Get powerful AI without the Pylon platform migration
Pylon has a focused vision for a unified B2B support world. However, its model requires a full-on platform migration and a commitment to their specific ecosystem.
A more flexible and modern way to do this is to add a dedicated AI layer like eesel AI to the helpdesk you already use. You get top-tier automation and smart tools for your agents, with a clear and predictable cost, minus the disruption of switching platforms. You can get started in minutes with AI that plays nice with your existing tools, enhancing the investment you've already made in your support infrastructure.
See how it works for yourself, start a free trial of eesel AI or book a demo today.
Frequently asked questions
Yes, for most established teams, the "rip-and-replace" model is the biggest hurdle. Migrating historical data, retraining your entire team, and rebuilding all of your existing workflows is a significant undertaking that can cause major disruption and downtime.
For teams already efficient with a robust helpdesk like Freshdesk, a full migration to Pylon is a tough sell. It's often more practical and less disruptive to augment your existing system with a specialized AI layer rather than starting over from scratch with a new platform.
Pylon is likely best suited for early-stage B2B startups that don't have a helpdesk yet and want an all-in-one solution. It could also work for teams who are looking for a completely different approach and are already committed to a full migration.
Pylon's AI is built-in, which means you are committed to their ecosystem without being able to thoroughly test it on your data first. A dedicated AI tool can often be simulated on your past tickets beforehand, giving you a clear picture of its effectiveness before you go live.
Pylon does not publish its pricing publicly and requires you to schedule a sales call to get a custom quote. This lack of transparency can make it difficult to budget and compare with alternative tools that have clear, upfront pricing tiers.
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Article by
Stevia Putri
Stevia Putri is a marketing generalist at eesel AI, where she helps turn powerful AI tools into stories that resonate. She’s driven by curiosity, clarity, and the human side of technology.






