R&D and Product
Manny
Manual Update Detector Agent
R&D and Product
Manny
Manual Update Detector Agent
1 FTE
Key Characteristics
Hi, I’m Manu. I compare what’s in your manuals to what’s actually happening in the field. When installers or users behave differently than your docs suggest, I flag it — so you can keep your knowledge base current, relevant, and trusted.
Monitors installer/user behavior via system data and tickets
Flags mismatches, missing steps, or outdated screenshots
Suggests targeted updates to your documentation
Reduces confusion, calls, and costly missteps
Example Scenario
Installers keep skipping a calibration step that’s buried on page 17. Manu detects the pattern and flags the step as high-friction, suggesting a layout update and cross-reference on page 3.
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I let technicians adjust system settings directly in the field — no need to loop in the OEM back-office. Faster fixes, fewer delays.
R&D and Product
Manny
Manual Update Detector Agent
Spots outdated docs based on real-world usage
