Inclify blog

Practical knowledge about structural monitoring

Sensors, safety thresholds, measurement interpretation and asset maintenance, written by a team that has built monitoring systems for 15 years.

AI in monitoring: human oversight and 13 vendor questions

The AI label does not say who computes the result, where the data goes, or what happens after model failure. This guide gives a safe decision-support architecture and a list of evidence for acceptance.

  • Four layers: calculator, evidence, narrator, decision
  • Why "human in the loop" alone does not protect
  • 13 vendor questions with the required proof
  • Failure modes that must be exercised before purchase
  • Acceptance procedure for one report
  • What this looks like in Inclify
  • Limitations: architecture does not replace responsibility
  • FAQ
Read article 12 min read

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