Complex assembly doesn't fail because workers lack skill – it fails because the right information arrives too late. HORSCH, one of Europe's leading agricultural machinery manufacturers, partnered with Ramblr to prove that multimodal AI can close that gap: delivering instant task-specific guidance, monitoring assembly in real time, and generating documentation automatically. The proof of concept has direct implications for every manufacturer where assembly complexity, workforce variability, and quality standards collide.
The Challenge
Deliver the right information, consistently, to workers when and where they need it.
The difference between a correctly assembled machine and a costly rework comes down to one thing: whether the right information reached the right worker at the right moment. In practice, it rarely does.
Assembly instructions are fragmented across manuals, videos, and the heads of experienced workers. Teams stop to search, ask colleagues, or make judgment calls under time pressure – and quality deviations downstream are the result.
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Assembly instructions fragmented across manuals, videos, and institutional knowledge
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Workers lose time searching for task-specific guidance mid-assembly
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Quality deviations difficult to catch before they compound downstream
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Experienced knowledge contained by individuals and not captured or transferred systematically to others
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No scalable way to monitor processes or auto-generate documentation for new tasks
The Approach
Provide workers with instant access to the entire company knowledge base – when and where they need it.
Ramblr unifies manuals, instructional materials, and recorded assembly footage into a single multimodal knowledge layer – accessible through natural language, at the point of work.
Workers ask a question and get an instant, task-specific answer. The system monitors execution in real time, flags deviations before they reach downstream stages, and automatically generates step-by-step task descriptions – for that task and similar ones. Every assembly cycle feeds the system back.
The Result
Ramblr AI Agents provide instant access to information, detect deviations in real time, and capture institutional knowledge without manual effort.
Complex assembly doesn't fail because workers lack skill – it fails because the right information arrives too late, or not at all. The HORSCH proof of concept demonstrated that closing the information gap is practical – information in seconds, deviations caught in real time, institutional knowledge captured without manual effort.
Press and Media
Ramblr and HORSCH ensure higher quality and increased productivity on the production line.
Transform. Understand. Act.
Your knowledge base is already there. Ramblr AI Agents make it work. Are you ready to turn your product expertise into always-on AI guidance?