The Five Value Models of AI: Why Most Startups Are Building for the Wrong Customer Stage
OpenAI just published a framework showing how enterprises progress through five distinct AI value models—from basic workforce fluency to
enterprise AI
17 articles
The Five Value Models: Why Your AI Strategy Is Sequenced Backwards
Most enterprise AI initiatives fail not because the technology isn't ready, but because companies are attempting process reinvention
Why Your AI Strategy Is Burning Money: The Sequencing Problem Nobody Talks About
Consider the pattern: Fortune 500 companies spend millions deploying AI-powered business model transformations before teaching their workforce to use ChatGPT
The Enterprise AI Adoption Paradox: Why Capability Doesn't Equal Deployment
OpenAI's models can write code, analyze legal documents, and generate research reports—yet most enterprises are still running
The Five AI Adoption Models Are Really Three Business Model Shifts—And Most Companies Are Stuck on Level One
BNY Mellon deployed ChatGPT Enterprise to 20,000 employees and calls it transformative. Your company gave 500 people AI access
Your AI Adoption Metrics Are Vanity Stats: Why AI-Native Companies Will Bury Enterprises
OpenAI just took an equity stake in Thrive Holdings to rebuild accounting and IT services from scratch—with teams 10x
Europe's AI Problem Isn't Regulation—It's That Nobody Wants to Buy
Europe has access to frontier AI models but won't deploy them.
From Fluency to Reinvention: Why Most Enterprises Are Stuck at Stage Two of AI Maturity
BNY deployed ChatGPT Enterprise to 20,000+ employees and saw immediate adoption. Six months later, they're still wrestling
The $40B Pilot Trap: Why Enterprise AI Adoption is an Org Chart Problem, Not a Tech Problem
Is Your AI Pilot Trapped? Discover if your enterprise AI strategy is built for production or pilot purgatory. Assess My
RAG's Identity Crisis: Why Retrieval Augmentation Is Becoming Table Stakes, Not a Moat
Is Your RAG Strategy Already Obsolete? Assess whether you're building a defensible product or commoditizing yourself into irrelevance.