Field Non-Compliance Analysis
Non-compliances identified in the field constitute critical signals for project safety, quality, and performance.
Fasfox designs artificial intelligence solutions that analyze these non-compliances from field data to improve their processing and prevention.
When field deviations accumulate
Non-compliances are often recorded in reports, forms, or field photos. Their volume can quickly become substantial, making comprehensive analysis of causes and impacts difficult.
Without consolidation, this information remains fragmented and limits the ability to implement effective corrective actions.
Why manual analysis is insufficient
Reading each report individually allows handling an incident, but doesn’t provide an overall view. Identifying recurrences, root causes, or risk areas requires cross-referencing numerous sources.
This analysis is time-consuming and difficult to maintain over time.
Fasfox’s approach to non-compliance analysis
Fasfox develops artificial intelligence solutions capable of analyzing reports, textual descriptions, and visual elements related to non-compliances. The AI identifies deviation types, affected areas, and contributing factors.
Results are delivered as summaries and indicators enabling prioritization of corrective actions and strengthened prevention.
How it works in practice
- Field reports and data are collected.
- Artificial intelligence analyzes descriptions and associated elements.
- Non-compliances are classified by type and severity.
- Recurrences and potential causes are identified.
- Summaries and alerts are generated.
- Corrective actions are prioritized.
Operational benefits
- Better visibility on field deviations
- Effective prioritization of corrective actions
- Reduced quality and safety risks
- Capitalization on field feedback
- Continuous improvement of practices
Situations where this solution is particularly relevant
- Multi-site or multi-stakeholder projects
- Environments with strong quality or safety requirements
- Large volumes of field reports
- Need to structure prevention
Deployment and integration
Fasfox deploys this solution by integrating with existing field monitoring and quality management tools. Typologies, thresholds, and indicators are adapted to practices and evolve with usage.
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