VWCG Operating System
VWCG OS™ — The Complete Execution Operating System
Twelve interlocking modules that convert strategy into measured, AI-governed results. Backed by 25 + years’ consulting experience at World Consulting Group and Kamyar Shah.
Why VWCG OS?
Expertise — Why We’re Credible Operators
  • Built by Kamyar Shah and World Consulting Group—former fractional COO advising PE portfolios and Fortune 500 carve-outs.
  • 900 + documented SOPs developed across seven industries.
  • 25 + years in C-suite execution – Founder Kamyar Shah has scaled, turned around, or integrated 40 + businesses as Fractional COO, CRO, and Chief Strategy Officer.
  • 9000 + SOPs across 7 industries – All codified in the VWCG OS™ Codex, covering SaaS, e-commerce, pro-services, manufacturing, healthcare, logistics, and fintech.
  • Data-backed playbooks – Each module originated from > 250 client engagements, refined through A/B metric testing.
Here is the list of the 12 modules
Modules

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VWCG OS: Intelligent Foundations for Strategic Leaders

The provided text outlines Module 1, "Intelligent Foundations," of the VWCG OS™ program, designed to help strategic leaders of scale-up companies. It details an instructor's audio-lecture notes, emphasizing the importance of leadership alignment, cultural measurement, and purposeful AI integration.

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SOP Codex: Forging Operational Clarity and Scalable Delegation

This source outlines an audio-lecture module designed to guide businesses, particularly scaling organizations, through the creation and maintenance of a Standard Operating Procedure (SOP) Codex. It details a structured approach beginning with a taxonomy matrix for organizing procedures, followed by

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KPI Precision Grid: Measure, Map, Alert, Succeed

This source outlines an instructional module focusing on Key Performance Indicator (KPI) management within an organizational system. It details a three-part process for establishing precise metrics to evaluate business performance. The module first explains how to capture a baseline snapshot of curr

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Integrated Tech Stack: Design for Data Flow Mastery

This document outlines the VWCG OS™ – Module 4 “Integrated Tech Stack”, an audio-lecture designed to guide participants through creating a unified data flow across various business systems. The module addresses the common pain points of disconnected data, aiming to help scale-ups design an integrate

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Client Success Loop: Architecting Automated Revenue Growth

The provided texts introduce the Client Success Loop, a proactive framework designed to combat customer churn and foster growth. It outlines key components for managing the customer journey, beginning with a Customer Journey Map to identify critical milestones and potential friction points. A Client

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Sales Velocity Engine: Pipeline, Follow-Up, AI, and Metrics

This training module, "Sales Velocity Engine," outlines strategies for optimizing sales pipelines to increase revenue. It introduces pipeline hygiene rules to ensure data accuracy, such as mandatory close dates and stage aging thresholds, alongside a proactive follow-up cadence to engage buyers cons

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AI Deployment Canvas: From Pilot to Production and Audit

This instructional module outlines a structured approach to AI deployment and governance, emphasizing a repeatable framework for organizations. It introduces an AI Deployment Canvas designed to help prioritize, implement, and monitor AI solutions effectively, starting with a Use-Case Scoring Grid to

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Agile Capital Allocation: Engineering Funding Gates with KPIs

This document outlines Module 8 of the VWCG OS™, focusing on "Agile Capital Allocation." It details a systematic approach to managing company funds by establishing four distinct Funding Tiers: Exploration, MVP, Scaling, and Expansion, each with specific financial caps and durations. The module empha

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Exit & Acquisition Layer: Perpetual Readiness for Business Transitions

This document outlines Module 9 of the VWCG OS™, focusing on "Exit & Acquisition Layer" strategies to ensure businesses are perpetually ready for investment, acquisition, or sale. It details how to assemble a secure Due-Diligence Vault for investor access, build a Succession Depth Grid to mitigate k

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Change Enablement Sprint: Human Adoption Strategies

This document outlines VWCG OS™ – Module 10 “Change Enablement Sprint,” an instructional audio-lecture designed to help organizations successfully implement new processes and overcome human resistance. The module presents a 30-day sprint methodology focused on turning skeptics into champions by addr

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People & Culture Analytics: Building a Data-Driven Workforce

This educational module outlines strategies for organizations to quantify and improve their workplace culture and human capital management. It details how to implement an Engagement Pulse Survey for continuous sentiment measurement, establish a Turnover Risk Model to identify employees likely to lea

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Cyber Data Privacy & Security Fundamentals

This document outlines Module 12 of the VWCG OS™ curriculum, focusing on Cyber / Data Privacy & Security. It details a comprehensive instructional module, likely for an audio-lecture, designed to help organizations embed robust security practices. The material covers building a threat model canvas t