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The Future of Enterprise Intelligence

How Artificial Vertical Intelligence is Transforming Work, Preserving Expertise, and Creating the Expert Economy

By Faraz Jafferi, Founder & CEO, IntelliHuman
306 pages • 2025 Edition

About This Book

Over the past few years, enterprise leaders across insurance, healthcare, and logistics have faced a crisis that keeps them awake at night: Their best people are retiring, and 25-35 years of irreplaceable expertise walks out the door with them.

They've tried modern AI solutions, but the answer is always the same frustration: "It doesn't understand our domain. It hallucinates. It can't explain its reasoning. It doesn't capture what our experts actually know."

The Future of Enterprise Intelligence explains why Artificial Vertical Intelligence (AVI) is fundamentally different. This comprehensive 306-page guide explores how AVI captures tacit and tribal knowledge from Subject Matter Experts, preserves expertise that would otherwise be lost, and creates a new economic model—the Expert Economy—where knowledge generates ongoing value.

Expertise Preservation Crisis

With 10,000 experts retiring daily, enterprises face an accelerating knowledge crisis. AVI captures tacit and tribal knowledge from retiring Subject Matter Experts, preserving 80-90% of expertise that would otherwise be lost forever. Unlike documentation efforts that capture only 10-15% of expert knowledge, AVI incorporates reasoning patterns, intuition, and judgment directly into governed decision workflows.

The Expert Economy

A new economic model is emerging where expertise generates ongoing recognition instead of being lost at retirement. SMEs contribute knowledge that continues to work after they're gone, earning status progression through a tiered system (Bronze, Silver, Gold, Platinum) based on knowledge impact. The first 50 experts per vertical receive Founder status with lifetime premium access. This creates perpetual recognition for experts while enterprises preserve and scale institutional knowledge—a fundamental shift from the traditional "time-for-money" model.

The Strategic Imperative of Early Adoption

Every year of delay compounds expertise loss—2-3 experts' knowledge disappears permanently per year for mid-sized enterprises. Early adopters gain first-mover advantages through preserved institutional knowledge, 30-50% productivity improvements, and sustainable competitive advantages. The window for capturing retiring expert knowledge is closing rapidly, making AVI adoption a strategic imperative rather than a "wait-and-see" decision.

What's Inside

Part I: The Problem

  • Why 85% of AI projects fail
  • The 10,000 experts retiring daily crisis
  • Limitations of vertical AI

Part II: The Solution

  • Understanding AVI
  • The SME-Enterprise flywheel
  • How IntelliHuman pioneers AVI

Part III: Business Case

  • New enterprise adoption model
  • Human-AI collaboration
  • ROI and business model innovation

Part IV: Case Studies

  • Insurance underwriting revolution
  • Healthcare prior authorization
  • Logistics freight exception resolution

Part V: Future of Work

  • Workforce transformation
  • The Expert Economy
  • Universities and education evolution

Part VI: Path Forward

  • Why adopt AVI now
  • How to get started
  • The future we're building

Explore Related Content

What is AVI?

Learn the fundamentals of Artificial Vertical Intelligence and how it differs from general AI.

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SME Portal

Discover how Subject Matter Experts can contribute knowledge and earn recognition through tiered status progression.

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Enterprise Portal

See how enterprises deploy AVI modules to transform operations and preserve expertise.

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Blog & Insights

Read the latest insights and updates from the frontlines of Artificial Vertical Intelligence.

View Blog

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