Manufacturing Knowledge Assistant

An industrial manufacturer wants a knowledge assistant for floor workers to query machine manuals, SOPs, safety procedures and maintenance logs hands-free via voice. 12 plants, 5 languages, noisy factory floor.

• 1What is the connectivity on the factory floor (Wi-Fi, 5G, offline)?
• 2What languages and dialects are spoken?
• 3Are workers wearing gloves / safety equipment that affects input?
• 4What is the latency tolerance for voice interaction?
• 5How are manuals and SOPs updated and versioned?
• 6Is there an existing knowledge base or document management system?
• 7What is the device — phone, tablet, AR glasses, fixed kiosk?
• 8What is the safety tolerance for wrong answers (e.g., maintenance instructions)?

• Voice-first interaction in noisy environment
• 5 languages, multiple dialects
• Hands-free — no typing
• Offline-capable at machine level (connectivity gaps)
• Safety-critical — wrong maintenance instructions can cause injury
• Manuals update quarterly, SOPs more often

• ASR tuned for factory noise and technical vocabulary
• Multilingual — detect language, route to correct manual set
• Voice + visual output (diagram, step number) for safety steps
• Offline cache of most-accessed manuals per machine
• Safety-classified outputs — safety procedures marked, require confirmation
• Versioning — manual version in metadata, queryable
• Low-latency < 1.5s voice-to-answer