kabkin Reports 100+ B2B Projects Launched via Text Prompts

A New Paradigm in Industrial Procurement

German engineering company kabkin has announced a significant milestone in its digital transformation strategy, confirming that over 100 business-to-business product projects have been initiated through its AI-driven Prompt-to-Product platform. The Wuppertal-based firm reported reaching this threshold shortly after the tool’s launch in early 2026, achieving the result without a broad paid media campaign or search engine marketing push. This development signals a potential shift in how industrial buyers approach mechanical component sourcing, moving away from traditional catalog searches toward function-first specification.

From Catalogs to Plain Language

Traditionally, industrial procurement requires buyers to identify specific parts or suppliers before initiating a request. kabkin’s platform inverts this process by allowing clients to describe what a mechanical part should do using plain language. Users can input detailed parameters, including photos, sketches, key performance indicators, target prices, quantities, and deadlines. The system does not require the buyer to know the name of an existing product. Instead, the platform interprets the functional need, such as a requirement for specific motion, installation space, load capacity, interfaces, or safety standards.

The 24-Hour Feasibility Check

Once a prompt is submitted, kabkin’s engineering team reviews the request to determine the most viable solution. The company states that engineers provide a free first feasibility check within 24 hours. During this process, engineers break down the request into technical components, analyzing movements, forces, degrees of freedom, interfaces, and constraints. The resulting solution may be an existing product, an adapted version of a current part, a new mechanical component, or a full assembly. This rapid assessment aims to reduce the time between identifying a need and securing a technical solution.

Founder’s Perspective on Market Dynamics

Chris Windhövel, founder of kabkin, emphasized the fundamental difference between supply and demand markets. He noted that the supply market typically starts with products and suppliers, while the demand market starts with a need. The prompt field, according to Windhövel, represents a new entry point that does not replace existing expertise but rather leverages it differently. By allowing buyers to start with their functional requirements, kabkin aims to streamline the initial stages of product development and procurement, potentially reducing the time spent on searching for compatible components.

Comprehensive Service Offering

kabkin offers a full-service model for clients who choose to proceed with a project. After the feasibility check, the company can handle the entire lifecycle of the mechanical part. This includes design, prototyping, manufacturing, quality checks, and worldwide delivery. The platform’s ability to integrate these steps allows companies to outsource not just the sourcing, but the entire development process for specific mechanical needs. This end-to-end approach is designed to simplify the supply chain for businesses that lack in-house engineering resources or need rapid prototyping capabilities.

Implications for Global Manufacturing

The success of kabkin’s platform suggests a growing demand for digital tools that bridge the gap between conceptual needs and physical manufacturing. By automating the initial interpretation of mechanical requirements, the company reduces the friction in B2B transactions. This model could become increasingly relevant as industries seek faster, more flexible supply chain solutions. The fact that over 100 projects have started through this method in less than two years indicates early market acceptance. As more companies adopt similar prompt-based interfaces, the industrial sector may see a broader shift toward AI-assisted engineering and procurement processes.

Key takeaways

• kabkin, a German engineering firm, reports over 100 B2B projects started via its Prompt-to-Product platform since early 2026.
• The tool allows users to submit plain-language descriptions of mechanical needs, including price and deadline constraints.
• Engineers provide a free feasibility check within 24 hours, analyzing technical requirements like load and motion.
• Founder Chris Windhövel highlights the shift from product-centric to need-centric market entry.
• The company offers full-service support, including design, manufacturing, and global delivery for selected projects.