AI Asset Defensibility & Market Value Diagnostic
Zero-Marginal-Cost Commodity Trap & Pricing Power Workbench
Commodity Risk Zone
1. Asset Archetype
Preset Profile
SEO Blog Generator (Pure LLM)
Prompt-Only Stock Illustration
Fine-Tuned Specialized Legal Pipeline
Human-Curated Technical Architecture
Proprietary Synthetic Dataset Pipeline
Custom Parameters
2. Five Economic Pillars
Marginal Unit Cost
$
0.002
Proprietary Data Moat (1-10)
1
Expert Verification (Mins/Unit)
3m
IP / Copyright Enforceability (1-10)
2
Workflow Distribution Lock-in (1-10)
1
Reset Defaults
3. Valuation & Market Vulnerability
Moat Score
14 / 100
Economic Half-Life
1.8 mo
24-Mo Price Decay
-88.5%
4. Tactical Moat Upgrades
Proprietary Context:
Inject dynamic closed-loop transaction logs & user telemetry.
Human Provenance:
Implement mandatory licensed domain-expert sign-off.
Workflow Lock-In:
Native API integration directly into client ERP / DB schema.
Primary Vulnerability:
Zero barrier to reproduction via competing foundation model prompts.
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