Technical Playbook

Technical Artist Discourse

Practitioner-written playbooks on catalog velocity, revenue architecture, and data-driven career engineering. Built by creators, for creators.

Data Architecture

Decoding the ARI V3.6: How We Reverse-Engineered Catalog Velocity Under a 6-Factor Model

A deep-dive into the scoring engine behind every career recommendation: what each of the 6 factors measures, how the baseline 50 threshold gates stagnation detection, and what moves the needle.

12 min readComing Soon
Revenue Engineering

The Sovereign Master: Navigating the 75/25 Co-Ownership Framework Without Giving Up Copyright

How the Creative Funding path structures a 75% master retention model where copyright never transfers, and what the 5-year Co-Ownership Phase unlocks for your catalog.

9 min readComing Soon
Distribution Strategy

Path A vs. Path B: A Decision Framework for Your Next Release

A practitioner's comparison of Creative Funding (advance, fan co-ownership, 0% fees at year 5) vs. Standard Distribution (85/15 split, no investor splits). When to choose each.

7 min readComing Soon
Career Engineering

The Release Cadence Blueprint: How Consistency Compounds Your Streaming Velocity

Release consistency accounts for 10% of your ARI score, but its compound effect touches all 6 factors. Here is the data-backed cadence strategy that top-performing catalogs share.

8 min readComing Soon
Fan Economics

From Listener to Stakeholder: The Economics of the Super Fan Investment Model

How the fan investment layer transforms passive listeners into financially committed ambassadors, and why this creates the most powerful marketing channel available to independents.

10 min readComing Soon
Financial Operations

Zero-Fee Distribution at Year 5: Anatomy of the Co-Ownership Phase Transition

A technical walkthrough of what happens at the 5-year milestone: how the 25% share transitions, why distribution fees drop to 0% permanently, and the long-term financial architecture it creates.

11 min readComing Soon

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