Formerly
Attribution infrastructure for AI music licensing
Patent-pending attribution technology delivers auditable reports to rights holders and AI companies without relocating training data. Supporting new or existing licensing agreements at enterprise scale. Now working with 20+ rights holder catalogs.
Fits how AI companies train
AI companies keep training in their own secure systems. Musical AI keeps a list of what was trained on and the files the model created. We return fast, clear attribution reports that show which tracks influenced the outputs so legal compliance, reporting, and payments stay straightforward.
Asset-level visibility into training and generation
Monthly and annual reports detail catalog usage across AI training and generation. Reports include attribution for all outputs, copies of attributed content, and granular usage data suitable for audit, compliance, and internal royalty systems.
Built for compliance and security
Aligned with the EU AI Act and California AB 2013, and independently certified by FairlyTrained. Optional secure catalog hosting is available if you want it. Attribution data supports takedowns, license management, audits, and resolving disputes.
How enterprise attribution works
Rights holders and AI companies negotiate terms, rates, usage scope, and reporting requirements independently.
AI companies train models and generate outputs in their own secure environments using licensed catalogs.
Generated outputs are submitted to Musical AI via secure API for analysis.
Musical AI's patent-pending engine identifies influential works, calculates attribution scores, and generates reports for both parties.
Both parties receive auditable attribution data for royalty distribution, compliance verification, and license management.
How attribution supports your revenue operations
Musical AI provides attribution data. You control commercial terms
Rights holders negotiate licensing agreements and rates directly with AI companies. Musical AI delivers attribution reports that document catalog usage for your royalty systems, compliance audits, and license management.
Attribution reporting includes:
Influential track identification with attribution mapping
Usage frequency across training and generation
Attribution breakdowns by percentage for internal allocation
Links to attributed outputs for audio verification
Trusted by major rights holders and growing catalogs
20M+ licensed tracks across all genres and territories
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24 rights holder partnerships and growing 40% monthly
Patent-pending technology for cross-modal attribution
Integration process for enterprise attribution
1. Discovery
Initial discussions regarding requirements, existing licensing agreements, and any integration specifications. Our technical team assesses catalog, metadata, and data formats.
2. Legal & Commercial Alignment
Review attribution methodology, data handling protocols, and reporting specifications. Our team addresses questions about methodology, security, and compliance frameworks.
3. API Integration
Enable secure access for Musical AI to access training-set manifests and catalog metadata. We perform validation testing, quality assurance, and format verification.
4. Production Reporting
Receive attribution reports aligned with your reporting cycles. Includes ongoing technical support and methodology updates as attribution technology evolves.
How does attribution work if training happens in the AI company's environment?
Musical AI ingests training-set manifests and generated outputs from rights holders and AI companies. Musical AI analyzes both to identify influential works and calculate confidence scores, then delivers reports to both parties.
Who negotiates licensing terms and rates?
Rights holders negotiate directly with AI companies. Musical AI provides attribution infrastructure. We don't intermediate commercial terms or take a share of licensing revenue.
Can I see which AI companies use my music?
Yes, you engaged directly with AI companies to negotiate rates, terms, usage applications, and manage the relationship. We provide detailed reports with information about AI company customer usage, artist attributions, catalog usage and more for complete transparency.
