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Audience displacement modeling
Detection telemetry converted into addressable-audience estimates by title, platform and territory.
Enforcement is the most under-used data source in the modern media business. VIVIROS converts the firehose of detections, takedowns and audience-shift signals into commercial intelligence: where audiences are leaking, which titles deserve more coverage, and how distribution windows should evolve.
Most enforcement programs treat detections as exhaust — log them, file the notice, move on. That data, properly modeled, tells you which titles are bleeding to which platforms in which territories, which release windows are bleeding hardest, and where pirate audiences would be willing to convert. Without instrumentation, distribution decisions are flying blind.
VIVIROS instruments every enforcement signal into your existing analytics stack — Snowflake, BigQuery, Databricks or proprietary BI. We build the models that translate detections into addressable-audience estimates, leak-by-territory heatmaps and window-strategy recommendations. Briefings are delivered to commercial teams, not just legal.
Detection telemetry converted into addressable-audience estimates by title, platform and territory.
Continuous heatmaps showing where, when and how your catalog is leaking — refreshed daily.
Quantitative recommendations on theatrical, PVOD, SVOD and FAST window timing.
Threat scoring with explainable AI so commercial teams can trust and act on the signals.
Pre-built integrations with Snowflake, BigQuery, Databricks, Tableau, Looker and Power BI.
Quarterly briefings delivered to distribution and revenue leadership, not just legal teams.
Don’t see your case? Our enforcement specialists answer every inbound within one business hour.
Ask us directlyA senior enforcement strategist will design the engagement around your titles, jurisdictions and platforms — within a week of first contact.