Methodology and Standards

How We Work

This page explains our monitoring standards, structuring methods, and delivery principles, helping quality, compliance, research, and technical teams assess fit with their use cases.

Official Source Monitoring Structured Fields Chinese Briefing Traceable Delivery

Monitoring Scope and Sources

We prioritize official recall sources in key markets without mixing in reposts, secondary summaries, or media reports, ensuring complete source traceability.

  • Priority tracking across the United States, European Union, United Kingdom, Japan, South Korea, Australia, and Canada
  • Coverage focuses on automotive, consumer goods, and food, with depth varying by industry
  • Original source links retained to keep later assessments in context

Output Field Definitions

Original notices appear as web pages, PDFs, attachments, or lists. Teams need extracted and standardized fields—not the raw pages themselves.

  • Recall ID, brand, model, hazard type, defect cause, remedy, sales period, and source link
  • Additional fields such as China relevance, channel risk, and historical clusters when needed
  • Structuring enables filtering, clustering, internal reporting, and historical analysis

How the Briefing Layer Supports Internal Communication

For most teams, the bottleneck is not access to information but fragmented sources, multiple languages, and inconsistent formats. The briefing layer converts priority events into a standardized form for internal communication and sharing.

  • Briefing version for management
  • Field table for operating teams
  • Traceability materials for compliance and review

Common Delivery Formats

Most teams begin with a concrete deliverable, then decide whether deeper data use is warranted based on actual needs.

  • Industry weekly or monthly reports
  • Custom watchlists for selected categories, brands, or markets
  • Historical recall analysis by topic, country, or defect type