🔧 When Field Engineers Need Answers, Not More Manuals
Recently, the founder of an Engineer-to-Order (ETO) biotech equipment company shared a common challenge. A custom bioreactor at a pharmaceutical plant suddenly stopped working. The field engineer was on-site, but the error was unusual. Manuals existed. Service notes were available. Yet finding the right solution took multiple calls, discussions, and document searches. 💡 His observation was simple but powerful: "The challenge is not that we don’t know enough. The challenge is finding the right knowledge quickly enough." This is a reality many field engineers face every day. ⚙️ Valuable troubleshooting knowledge is often: • Stored in people's memories rather than systems • Scattered across manuals, emails, and service records • Difficult to access when time is critical 📊 Modern equipment generates huge amounts of data, but data alone doesn't explain what's happening. Engineers still need context, past experiences, and machine-specific knowledge. 🤖 This is where...