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September 11, 2026
Martin Spieß
Martin Spieß
Founder & CEO, leopard.ki · 5 min read Min. Lesezeit
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leopard.ki at AMB 2026: An AI Advisor for Complex Measurement Technology, Live in Stuttgart

leopard.ki goes live at AMB 2026 on messwelk's stand — plus leo.page 5.0, cross-industry proof points, and a first look at leopard.ki's move into Switzerland.

From September 15 to 19, 2026, AMB in Stuttgart brings the metalworking and machine tool industry together across ten exhibition halls. leo.page will be there too — not as an independent exhibitor, but live on the stand of messwelk GmbH (Hall 9, Stand D21), the German general representative of WYLER AG since 1966 and, since 2022, a shareholder in the Swiss precision-measurement manufacturer.

messwelk's product range runs from precision spirit levels through electronic inclinometers to long-term monitoring systems for geodetic applications — instruments used to align machine tools, monitor structures, and calibrate other measuring equipment. Choosing the right device from that range is rarely obvious to someone outside the field. That's the exact problem wyler.leo.ki, the AI advisor built into messwelk's website, was built to solve.

Not a chatbot — a bridge between homepage and sales

wyler.leo.ki doesn't search content, and it doesn't answer questions the way a search engine would. Instead, it asks the visitor to describe their actual situation: what needs measuring, on what kind of surface, at what precision, under what conditions. Based on that description, it recommends the devices that fit — the way an experienced application engineer would, minus the wait for the next open slot in their calendar.

The distinction matters more than it sounds. A traditional product page assumes visitors already know which category applies to them. A search engine can only return what someone already knows how to put into words. wyler.leo.ki's job starts one step earlier: helping the visitor translate an application into a requirement, and a requirement into the right product family. In a market as specialized as precision measurement technology, that's the harder — and more valuable — half of the conversation.

This fits a broader shift already visible in how visitors arrive at a homepage at all. According to SparkToro, an estimated 68% of Google searches ended without a website visit in early 2026 — the answer already appeared before anyone had to click through (Search Engine Land). What that leaves for a company website is the harder question: not "what is this product," but "which of these products fits my specific case." That's the gap a website with a built-in advisor is positioned to close — one a product catalog, however well written, cannot.

leo.page 5.0: a new generation, built to feel unremarkable

Alongside the AMB appearance, leopard.ki is introducing leo.page 5.0 — the newest generation of the AI advisor, and the one with the smallest visual footprint yet. In look and feel, it's now difficult to tell apart from an ordinary company website. That's a deliberate choice: many visitors still approach an AI tool with some reserve, and a design that doesn't announce itself as "AI" removes that reserve before it has a chance to form. The new version carries a broader set of built-in features aimed at exactly that — making the advisor feel like a natural part of the site, not a tool bolted on top of it.

That's also the direction the underlying interaction pattern is moving in more generally. Businesses that engage visitors in conversation see measurably better outcomes: Intercom's analysis of 20 million chat conversations found that visitors who engage in chat convert 82% more often, with 13% higher customer value. leo.page is built around the same principle — a website that responds instead of one that only displays — now packaged so it no longer reads as a separate tool.

Beyond machine building: onigiri, logistics, and more

wyler.leo.ki is one deployment among a small but genuinely varied group. leo.page also runs for RiCE UP, a Berlin-based organic onigiri maker — leopard.ki's first project outside B2B manufacturing, and a working example that the same advisory approach holds up in direct-to-consumer retail. At LDB-Gruppe, a logistics company, it runs as a knowledge and orientation tool across a multi-location business — closer to a "logistics guide" than a sales advisor in the traditional sense. Early deployments in real estate are underway as well. On paper, these markets have little in common. What they share is the same starting point: a visitor with a specific question, and a website that, until now, could only offer them a page to search through on their own.

Also on the way: a Swiss location

One more piece of news belongs in this update: leopard.ki is preparing to enter the Swiss market in 2027, with a new location planned in Bern. More details will follow as the plans firm up — for now, it's a direction, not yet a launch.

See it live at AMB

If you're at AMB in Stuttgart between September 15 and 19, wyler.leo.ki is running live on messwelk's stand in Hall 9, D21 — worth a stop, whether or not precision measurement technology is your field. It's as clear a demonstration as any of what an AI advisor looks like once it's actually doing the job it was built for.

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