AI 168 · Maintenance + Industrial AI

Thermal Camera Maintenance

Analyses camera images or uploaded photos and links counting, measurement and classification results to ERP records. Data sources: Maintenance work orders, Equipment, Cost, Camera image analyses.

  • Image analysisModule type
  • 4Data source
  • 15Language

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What was detected in the latest camera images?

Image analysis summary

Camera images and events were assessed together with ERP records. Pixel-level analysis of an uploaded photo requires a vision-capable AI provider (e.g. OpenAI, Claude, Gemini or a local Ollama vision model).

Data summary

  • Maintenance work orders — Work orders: 7, Open work orders: 5, Maintenance cost: 6,917 ₺
  • Equipment — Equipment: 6, Operational: 4
  • Cost — Cost records: 14 (+180%), Total cost: 3,684,500 ₺ (+473%)
  • Camera image analyses — Frames analysed: 5, Average fish count: 66,703 pcs, Dead seen: 46 pcs, Average feeding score: 64.1

Notable findings

  • Cost / Total cost: +473% change — This period 3,684,500 ₺, previous period 643,375 ₺.

Recommended actions

  • Cost / Total cost: +473% change: review the Cost records, clarify the cause with the person responsible and open a task if needed.

This answer was produced by the local analysis engine (statistical analysis, no LLM connected). Connect a provider in AI Settings for richer natural-language answers.

Answers are generated from demo data by the local analysis engine. In your own system you can connect OpenAI, Claude, Gemini or an on-premises model.

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