Beacon™ Risk Engine
DDE's proprietary risk-scoring system for independent film and music portfolios. Beacon™ surfaces exposure before it becomes a loss.
How Beacon™ Works
Data Ingestion
Beacon™ ingests distribution agreements, royalty statements, streaming dashboards, and sync licensing contracts. Structured and unstructured data are normalised into a unified risk ledger.
Signal Extraction
Five proprietary signals are extracted per project: distributor concentration, royalty velocity trend, contract health index, completion risk, and revenue diversification coefficient.
Weighted Scoring
Each signal is scored 0–100 and combined using DDE's proprietary weighting algorithm — calibrated against a dataset of 1,400+ independent creator contracts and outcomes.
Portfolio Aggregation
Creator-level scores are rolled up into portfolio risk metrics visible in the Synergy™ investor portal — with full drill-down to individual project signals.
Signal Weighting Model
How each factor contributes to the final Beacon™ score.
Score Interpretation Guide
What each Beacon™ score band means for a project or creator.
Strong royalty velocity, diversified distribution, healthy contract windows. Suitable for standard investor capital deployment.
Moderate concentration risk or upcoming contract renewals. Monitor closely — corrective action is available and recommended.
Significant distributor dependency or imminent contract expiry with high estimated revenue loss. Immediate intervention advised.
Live Creator Scores
All creatorsJames Okafor
Hip-Hop / Trap
High Risk
Darius Webb
R&B / Soul
Mid Risk
Sofia Reyes
Documentary
Mid Risk
Maya Chen
Drama / Thriller
Low Risk
Project Risk Breakdown
| Project | Risk Score | Royalties |
|---|---|---|
Pressure Points Hip-Hop | 86 | $12K |
Echo Chamber EP R&B / Electronic | 74 | $8K |
Still Water R&B | 55 | $29K |
The Weight of Water Documentary | 41 | $64K |
Hollow Season Thriller | 24 | $97K |
Meridian Drama | 18 | $45K |
Beacon™ Advanced — Custom Model Training
Train Beacon™ on your own contract data and historical outcomes for a bespoke risk model calibrated to your portfolio. Enterprise plan only.
Beacon™ is a proprietary risk model developed and owned by Dripsy Drown Entertainment (DDE). Scores are indicative and do not constitute financial advice. © 2026 DDE. All rights reserved.