VMD GenIQ Enterprise Commercial Models

Business Matrix & Pricing Models.

Transparent, outcome-based pricing for executive leaders requiring mathematical Q-Factor proof, Vertex AI metadata foundations, and 90-Day Value Realization Sprints.

Commercial Engagement Models

Three clear tiers designed for high-velocity enterprise IT decision-makers.

Diagnostic Audit

50-Point AI Scorecard

Diagnostic assessment covering data lineage, metadata governance, model drift risk, and RAG retrieval quality.

$15,000 – $25,000 / 2-week sprint
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Most Popular
Core Engagement

90-Day Embedded Sprint

Deployment of hybrid Value Maximizing Digitalists to architect pipelines, establish metadata governance, and deliver VRV.

$75,000 – $150,000 / 90-day sprint
Deploy Digitalist →
Continuous Quality

Ongoing Q-Factor Retainer

Continuous mathematical model monitoring, V-Measure clustering precision audits, DCG RAG scoring, and automated regression alerts.

$10,000 – $20,000 / month
Start Retainer →
Interactive Enterprise Audit Engine

Calculate Your Enterprise Q-Factor

Adjust parameters below to calculate estimated RAG retrieval gain, clustering precision, and overall AI readiness score in real-time.

V-Measure Clustering Quality 85%
DCG Search & RAG Retrieval 90%
Metadata Governance & Lineage 95%
Calculated Q-Factor Index
0.89
✓ Enterprise Production Ready
Request Audit Report →

Comprehensive 3-Pillar Matrix

VMD GenIQ Three-Pillar Architecture aligned by enterprise persona.

Dimension Pillar 1: Business Pillar 2: Infrastructure Pillar 3: Evaluation
Target Persona CEO / CFO / VP Product CTO / CDO / Head of AI Data Science / VP Eng
Acronym Value Maximizing Digitalists Vertex Meta Data & GenIQ V-Measure, DCG & Q-Factor
Primary Metric Value Realization Velocity (VRV) Production Readiness Score Q-Factor Index (0.0-1.0)
Pricing Model $75k–$150k (90-Day Sprint) $30k–$60k (Blueprints) $15k–$25k (Scorecard) / Retainer