From a volume no team reads to a caseload counsel can.

Anonymized case studies, each shown as a funnel: what was collected, what was analyzed, what was flagged for review and what reached counsel. Figures come with their method and limits.

Published case study · Public figure · personality rights · Germany · anonymized
131,781 comments no team would read. 39 cases prepared for review.

Illustrative assumptionAt about 5 seconds per comment, reading all 131,781 comments would take roughly 180 hours.

Funnel: 131,781 comments collected, then 81,101 machine-analyzed, then 5,951 flagged as potentially unlawful, pending legal review, then 39 cases prepared for review.
  1. 131,781comments collected
  2. 81,101machine-analyzed
  3. 5,951flagged as potentially unlawful, pending legal review
  4. 39cases prepared for review

Bar widths on a square-root scale so the last stage stays visible.

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