A First Look at What's Next: Xemelgo AI Chat and Custom Dashboards

The way operations teams access and act on data is broken. Not because the data does not exist, but because getting to it has always required too many steps, too many tools, and too much time. By the time a report lands on someone's desk, it is already a snapshot of the past.

At Xemelgo, we believe real-time visibility should not be a luxury reserved for data analysts. It should be available to every frontline worker, manager, and decision-maker, at the moment they need it.

That is why we are excited to share an exclusive first look at two major innovations coming soon from the Xemelgo engineering team: Real-Time Custom Dashboards and Xemelgo AI Chat -- both powered by RFID.

Watch the Live Demo

Captured live on the show floor at MODEX 2026, this short demo walks through both features in action, including a live AI query run against real inventory data in real time.

The Problem with Traditional Reporting

For years, operations teams have been stuck in the same cycle. Pull data into Power BI. Export to Excel. Manipulate the data. Build a report. Share it. By the time anyone acts on it, the data is stale and someone has to start the process all over again.

This is not a people problem. It is a systems problem. And it stems from a fundamental gap: the underlying data was never truly real-time.

RFID changes that. When every asset, item, and location is tagged and tracked automatically, the data layer becomes continuous, accurate, and live. The question then becomes: what do you build on top of it?

Introducing Real-Time Custom Dashboards

Xemelgo's new Custom Dashboards give operations teams the ability to build fully configurable, real-time views of their operations, powered directly by live RFID sensor data.

No manual data entry. No exports. No stale snapshots. Just accurate, up-to-the-moment visibility into what is actually happening across your facilities.

Whether you are managing inventory levels on a manufacturing floor, tracking asset utilization across a hospital, monitoring fulfillment throughput in a distribution center, or overseeing compliance in a life sciences environment, Custom Dashboards surface the metrics that matter most to your team, configured exactly the way you need them.

This is real-time operations intelligence, built for the people who run operations.

Introducing Xemelgo AI Chat

Xemelgo AI Chat takes real-time visibility one step further. Instead of navigating dashboards or waiting for a report, your team can simply ask a question in plain English and get an answer instantly.

"Give me a breakdown of my inventory by part number in my warehouse location."

"How many cycle counts were completed in the past week?"

Xemelgo AI Chat processes the question, selects the right query, and runs it against your live sensor data -- returning a real-time visualization on the spot based on exactly what you asked. No configuration required. No SQL. No waiting.

And because your data never leaves your environment, there are no data privacy concerns. Xemelgo AI Chat is powered by Anthropic models, but your operational data is never sent to the AI. Instead, the model interprets your question, selects the right query, and runs it against your environment directly -- returning only the results to you. Your data stays where it belongs.

Why RFID Is the Foundation for Physical AI

There is a lot of conversation in the industry right now about AI in operations. But most AI applications are only as good as the data feeding them. If that data is manual, delayed, or incomplete, the insights will be too.

RFID is what makes Physical AI real. When every product is RFID enabled and tracked in real time, you create a continuous, sensor-based data layer that AI can actually reason over. Not historical data. Not sampled data. Live operational data, updated automatically, across your entire environment.

This is the foundation Xemelgo has been building on, and it is what makes Xemelgo AI Chat and Custom Dashboards fundamentally different from dashboard or analytics tools that rely on manual inputs or batch data syncs.

Physical AI is not a buzzword. It is what happens when real-world operations are instrumented well enough that software can see, understand, and surface insights about them in real time. RFID makes that possible. Xemelgo makes it actionable.

Who This Is Built For

These capabilities are designed for operations teams across industries where real-time asset and inventory visibility is critical:

• Manufacturing - track WIP, raw materials, assets, and finished goods across production lines
• Retail - monitor inventory accuracy, shrinkage, and replenishment needs at the item level
• Supply Chain and Distribution - drive fulfillment accuracy and cycle count efficiency
• Aerospace and Defense - maintain traceability and compliance across complex parts ecosystems
• Automotive - manage parts traceability, line-side inventory, and supplier compliance in real time
• Life Sciences - ensure chain of custody, cold chain monitoring, and regulatory compliance in real time
• Healthcare - locate assets, manage inventory, and reduce waste across clinical environments

Wherever operations happen, Xemelgo AI Chat and Custom Dashboards put real-time insights directly in the hands of the people who need them most.

What Comes Next

These capabilities are coming soon. If you are an existing Xemelgo customer and want to get early access to Xemelgo AI Chat or Custom Dashboards, reach out to your Customer Excellence Lead (XCEL) or Account Representative today.

If you are new to Xemelgo and want to see what real-time RFID-powered operations intelligence looks like in your environment, we would love to show you. Request a demo with our team.