# Deduplicating Audiovisual Producers and Production Companies > Resolve tangled producer and production-company names into one trusted record per producer across co-productions and ownership changes. - Segment: Audio Visual Rights Organization - Platform: Noctil Platform - Capabilities: MatchIQ, ProcessEngine - Author: Jacob Varghese - Published: 2026-11-02 - Source: https://www.noctil.com/use-cases/deduplicating-audiovisual-producers-production-companies **In short:** Noctil's MatchIQ engine resolves the producer and production company names found in film and TV data into unique producer identities. It handles legal-name variants, single-purpose production companies, international co-producers, distributors listed in place of producers, and libraries that change hands. ProcessEngine then merges matched records into one complete producer profile under the organization's own rules, with ownership tracked over time, sending only uncertain cases to human review. In benchmark testing, producer matching produced fewer than 0.01% false positives or false negatives. --- _Pay every producer correctly, across every company and co-production. For audiovisual (AV) rights societies and producer CMOs that need one accurate record for each film and TV producer across production companies, co-productions and changing ownership._ ## The Situation AV rights societies collect and distribute royalties to the producers of films and TV series, along with directors, screenwriters and other authors. Producer information arrives on every work registration, broadcast report and partner society file. Across a repertoire of films, series and episodes, the same producer appears thousands of times, under different company names, legal entities and co-production partners. Before producer royalties can be paid correctly, every appearance has to be linked to the right producer. ## The Problem Producer data in film and TV is complex in its own way: - **Legal-name variants.** The same company appears as "Films", "Pictures", "Productions" or "Entertainment", with or without Ltd, LLC, GmbH or S.A.S., abbreviated, or transliterated from another script. - **Single-purpose production companies.** Many films and series are produced through a special-purpose company created for that one project, which belongs to a larger producer group. - **International co-productions.** A single work can have co-producers in several countries, each with its own share, and each registering the work locally under its own name. - **Distributors and sales agents listed as producers.** Distributors, broadcasters and sales agents often appear in producer fields even though they don't hold producer rights. - **Ownership that changes over time.** Studio mergers, library acquisitions and rights transfers move works between producers. Who should be paid depends on the period of use and sometimes the territory. - **Missing identifiers.** Party identifiers such as EIDR Party IDs, ISNI and company registration numbers are often absent from the work data. Duplicate producer records split royalties across several identities. Wrong merges pay a company for works it doesn't own. Both lead to disputes and audit risk. ## The Solution The Noctil Platform combines MatchIQ for matching with ProcessEngine for workflow, to build one trusted record for every AV producer. 1. **Company-name intelligence.** MatchIQ normalizes legal suffixes, common industry words, abbreviations and transliterations, so variants of the same company name resolve together. 2. **Producer group modelling.** Single-purpose production companies, subsidiaries and country entities are linked to their producer group. The organization can see which entity holds the rights while still seeing the whole group. 3. **Co-production handling.** Each co-producer on a work is identified separately, with its own share and territory, and linked to its records on other works. 4. **Producer versus distributor.** Distributors, broadcasters and sales agents are recognized and separated from the producers who hold the rights. 5. **Ownership over time.** Mergers, library acquisitions and rights transfers are recorded as dated changes of ownership rather than overwritten, so each period of use is paid to the right producer. 6. **Identifier use and enrichment.** EIDR Party IDs, ISNI and company registration numbers are used wherever they exist. Newly confirmed identifiers enrich the producer record. 7. **Workflow orchestration with ProcessEngine.** ProcessEngine merges matched records under the organization's rules. It sends uncertain matches, such as a possible library transfer or two similar company names, to human review, and records every decision for audit. ## The Result - **Fewer than 0.01%** false positives or false negatives in producer matching, based on benchmark testing - **One record per producer**, with every name variant, production company and country entity linked - **Co-producer shares captured accurately** on every film and series - **Ownership tracked over time**, so mergers and library sales are reflected in every distribution - **Fewer disputes and a clean audit trail** for every ownership decision ## Frequently Asked Questions **How do AV rights societies deduplicate producers?** Noctil's MatchIQ resolves producer and production company names into unique producer identities, using name normalization, producer group structure, co-production data, the works each producer controls, and identifiers. ProcessEngine merges matched records into one profile. **How are single-purpose production companies handled?** They are linked to their parent producer group, so the organization can see both the entity that holds the rights to a specific work and the group behind it. **How does MatchIQ handle international co-productions?** Each co-producer is identified separately with its own share and territory, and linked to its records on other works. **Can it tell a distributor or broadcaster apart from the producer?** Yes. Distributors, broadcasters and sales agents are recognized and kept separate from the producers who hold the rights. **How are studio mergers and library sales handled?** Changes of ownership are recorded with dates instead of being overwritten, so each period of use is paid to the producer who owned the work at the time. **Who is this for?** Audiovisual rights societies, producer collecting societies and CMOs, and AV rights administrators that pay film and TV producers.