PandaChat
PandaChat (Ljubljana, Slovenia) · Productivity · Leaning
PandaChat is an AI customer support platform for mid-market ecommerce. It builds a digital twin of your support operation, answers routine tickets in several languages, and verifies each order first.
About PandaChat
What Is PandaChat
PandaChat is an AI customer support service built and run by a team in Ljubljana, Slovenia, for mid-market ecommerce shops in the Adria and DACH regions. It doesn't sell you a chatbot to configure on your own. The company maps how your support actually works, connects your shop, ERP, warehouse and carriers, and builds a digital twin of the whole operation: product data, order records, delivery status, return rules, and the daily check a good team lead would run. From there it runs that twin beside your agents and improves it every week.
The gap between this and a helpdesk bot shows in the replies. A common chatbot hands over a tracking link and waits for the next message. PandaChat's AI support agent looks up the order in Shopify or Magento, reads the carrier scan at DHL or GLS, applies your policy, and answers with the real delivery window. When a request crosses a line you drew, such as a refund above a set amount, it freezes the action and asks a person. Routine tickets close on their own. Risky ones stop and wait for approval. That split is the whole design.
Two limits matter before you consider it. There's no free plan and no self-serve signup, and paid work starts at €12,000 for setup, so this is built for shops with steady ticket volume rather than a side project. The automation also depends on access to your systems. If order data sits in a spreadsheet, or your ERP isn't among the connectors, part of the promise goes away. The company's own focus is the Adria and DACH markets, and that shows in the languages and regional carriers it covers.
Getting Started
- Book a 30-minute support review. Someone from the team looks at a sample of your tickets and your stack, then tells you what they would automate first.
- Go through the Map and Build phase, which runs 4 to 8 weeks. They document your support process, connect your systems, and test the twin on real questions from your backlog before it talks to a customer.
- Set the guardrails. You decide which actions the agent may take alone, which need approval, and what refund or discount limits apply.
- Go live on your channels. Web chat, email, and messaging apps go through the same twin, so a customer gets the same answer wherever they write from.
- Review the results each week. The morning briefing lands at 08:00 on WhatsApp, Viber, Slack or email, and the monthly review covers volume, resolution rate, and what changed.
Product Information
A quick look at PandaChat's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- Support leads at mid-market ecommerce shops
- Operations managers in multilingual markets
- Founders who want oversight without reading dashboards
Tasks
- Handling "where is my order" messages
- Changing a delivery address before dispatch
- Processing returns and refunds
- Answering invoice and payment questions
Scenarios
- Peak season
- Entering a new market
- Nights and weekends
Key features
Digital Twin of Your Support Operation
The core of the product is a working copy of how your support runs, not a generic model with your FAQ pasted in. It holds your product data, order history, carrier feeds, return policy, and tone of voice, and it follows the same daily checks a team lead would. Each week the team reviews what it got wrong and adjusts it, so accuracy is meant to improve rather than drift.
Order-Aware Answers
Before writing a reply, the agent queries your shop and carrier systems. It can see that order 48213 left the warehouse on Monday and that DHL is holding it at a depot, then tell the customer when it will arrive. This is the part that separates ecommerce support automation from a scripted bot, and it's why the reply can name a date instead of a link.
Guardrails on Refunds and Write Actions
You set the limits: how large a refund can be, whether an address change is allowed, which actions need a person. Anything outside those limits is frozen and pushed to the control room or your phone. The company reports that a refund which didn't match its order gets blocked this way, which matters more than raw resolution rate when money is involved.
Multilingual Support Across Channels
The same twin answers web chat, email, and messaging channels in the customer's language. In practice that covers Slovene, Croatian, German, Italian and English, the mix the Adria and DACH markets actually produce. Your brand voice carries over, so a German customer and a Croatian one get the same tone, not two different bots.
Morning Briefing You Can Question
At 08:00 the twin sends a short report on WhatsApp, Viber, Slack or email: conversations handled, share resolved, what got handed to the team, and anything new. You can reply with a plain question and get an answer from live data, with the working shown. It's closer to messaging an analyst than opening a dashboard.
Control Room and Mobile Approvals
The web control room holds every conversation, the approval queue, and the anomaly list in one place, and your agents can take over a thread and reply as the team. The iPhone, iPad and Android app is free for customers and exists for the moments that can't wait: an alert, a frozen refund, one tap to approve or reject.
Connectors to the Stack You Already Run
PandaChat connects to Shopify, Magento, Shopware and WooCommerce on the shop side, Zendesk, Gorgias and Freshdesk on the helpdesk side, SAP Business One and Dynamics 365 for ERP, and DHL, GLS and DPD for carriers. The Shopify integration is the common starting point, and regional ERP support is where most tools leave a gap.
Pros and cons
Pros
- Replies carry real order and carrier facts, so customers get an answer instead of a tracking link.
- Pricing is capped by contract, which means peak season doesn't turn into a bigger invoice.
- Humans keep the final say on refunds, address changes and anything the agent flags as unusual.
- The vendor runs the system with you, including weekly tuning and a monthly review, rather than handing over a login.
- Coverage of Adria and DACH languages and regional carriers is deeper than general purpose support bots offer.
Cons
- Setup starts at €12,000 and takes 4 to 8 weeks, which rules out small shops and anyone wanting to test the water cheaply.
- There's no free plan and no self-serve trial. The first step is a sales call, and you can't see the product working before that.
- Results depend on clean access to your order, ERP and carrier data. Gaps there turn into wrong answers, and wrong answers reach customers.
- The language list leans toward Central Europe. A shop selling mainly in French, Spanish or Japanese would be outside the company's stated focus.
Frequently asked questions
PandaChat handles customer support for ecommerce shops. It answers order status, address change, return, refund and invoice questions across chat, email and messaging, and it checks your shop and carrier systems before replying. Anything risky is passed to your team with the context attached.
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