How B2B companies transform their sales process with leopard.ki

From unstructured inquiries to clear requirements, faster proposals, and better decisions.

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Different industries. Same problem.

Unstructured inquiries

Endless clarification loops

No true customer insight

Case studies

How leopard.ki helps to solve these problems.

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Customer: messwelk GmbH (distribution partner of WYLER AG)

Challenge: Highly complex products with over 100 variants required intensive consultation and multiple clarification rounds.

Solution: A structured, dialog-based product advisor guides users through use cases and captures all technical requirements.

Result: Significantly reduced consulting time, fewer follow-up questions, structured, sales-ready inquiries, scalable support beyond business hours .

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Customer: Lerch & Partner AG

Challenge: High volume of repetitive questions and unclear inquiries from website visitors.

Solution: A structured advisory layer guides users through available properties and captures relevant criteria.

Result: Fewer repetitive questions, better prepared customer inquiries, reduced workload in early-stage sales clearer starting point for conversations.

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Customer: ON-MPU GmbH

Challenge: High traffic but unstructured leads and repetitive clarification in sales conversations.

Solution: A structured advisory landing page that qualifies visitors before contact.

Result: Better qualified leads. Reduced clarification effort, more efficient campaign performance, scalable lead generation.

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Customer: LDB Munz GmbH

Challenge: Complex requirements for hazardous materials storage and different substance classes, regulatory constraints led to high consultation effort and multiple clarification loops.

Solution: A structured, dialog-based advisory assistant guides prospects step by step through their requirements.

Result: Significantly reduced coordination time, fewer follow-up questions.

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Customer: ESSER Group (digital printing)

Challenge: Highly complex offers with many variables and time-consuming manual preparation.

Solution: A structured system that captures all parameters and prepares proposal-ready data.

Result: Faster proposal creation, reduced manual calculation effort, structured data for sales, offer preparation available 24/7.

[digital project] a graphic design (for a ai legal tech company)
Customer: ACS International GmbH

Challenge: Inconsistent product knowledge across markets and high onboarding effort for partners.

Solution: A multilingual, structured product advisor ("Smart Tool Finder") for partners and customers.

Result: Consistent global product consulting, reduced onboarding effort, faster access to information, scalable international sales support.

Key Insight

The biggest performance gain doesn’t happen during sales — it happens before sales even starts.  

With leopard.ai, customers are actively guided through structured dialogue instead of being left alone, requirements are captured and clarified automatically rather than guessed, and every conversation begins with clarity instead of confusion — creating the foundation for dramatically faster decisions, higher conversions, and shorter sales cycles.
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