Enterprise AI Transformation blog
The latest ideas about the success of enterprise AI transformation driven by business objectives.
Latest thinking
Latest thinking
Latest thinking
AI Transformation
Why Most Enterprise AI Transformations Fail Before the Model Ever Runs
The layer that gates everything above it is data, not the model.
Dan Mintz
AI Transformation
Inside a €126M Real Estate Portfolio's AI Transformation: From Spreadsheets to Autonomous Agents
The transformation started with business strategy, not AI tooling: workflow mapping and data diagnosis came before any agent was selected.
Dan Mintz
AI Transformation
Users building their own app with AI: What That Means for Enterprise AI Transformation
The binding constraint in most AI transformation programs is not model capability.
Dan Mintz
AI Transformation
Jev and System One Models: How Enterprises Should Use Calibrated Decision AI in AI Transformation
Calibrated confidence is the real governance lever: automate above a threshold the business sets, escalate to a human below it.
Dan Mintz
AI Transformation
What Paychex's Agentic AI Payroll Engine Teaches Enterprise Leaders About Taking AI Into Core Operations
The design constraint came from strategy, not technology.
Dan Mintz
AI Transformation
Building an AI-Native Sales Org on the Stack You Already Own: Enterprise AI Transformation Lessons From Anthropic
It redesigned the workflow, kept its systems of record, and placed an AI orchestration layer between them.
Dan Mintz
AI Transformation
Why the CFO Is Becoming the Architect of Enterprise AI Transformation
The transformation is owned by the business, not by IT.
Dan Mintz
AI Transformation
Gemini 4 Argon and Enterprise AI Agents: Why the Model Is No Longer the Bottleneck
The company with the most advanced model is investing most heavily in the controls around it.
Dan Mintz
Enterprise AI Transformation blog
The latest ideas about the success of enterprise AI transformation driven by business objectives.
Latest thinking
Latest thinking
Latest thinking
AI Transformation
Why Most Enterprise AI Transformations Fail Before the Model Ever Runs
The layer that gates everything above it is data, not the model.
Dan Mintz
AI Transformation
Inside a €126M Real Estate Portfolio's AI Transformation: From Spreadsheets to Autonomous Agents
The transformation started with business strategy, not AI tooling: workflow mapping and data diagnosis came before any agent was selected.
Dan Mintz
AI Transformation
Users building their own app with AI: What That Means for Enterprise AI Transformation
The binding constraint in most AI transformation programs is not model capability.
Dan Mintz
AI Transformation
Jev and System One Models: How Enterprises Should Use Calibrated Decision AI in AI Transformation
Calibrated confidence is the real governance lever: automate above a threshold the business sets, escalate to a human below it.
Dan Mintz
AI Transformation
What Paychex's Agentic AI Payroll Engine Teaches Enterprise Leaders About Taking AI Into Core Operations
The design constraint came from strategy, not technology.
Dan Mintz
AI Transformation
Building an AI-Native Sales Org on the Stack You Already Own: Enterprise AI Transformation Lessons From Anthropic
It redesigned the workflow, kept its systems of record, and placed an AI orchestration layer between them.
Dan Mintz
AI Transformation
Why the CFO Is Becoming the Architect of Enterprise AI Transformation
The transformation is owned by the business, not by IT.
Dan Mintz
AI Transformation
Gemini 4 Argon and Enterprise AI Agents: Why the Model Is No Longer the Bottleneck
The company with the most advanced model is investing most heavily in the controls around it.
Dan Mintz
Enterprise AI Transformation blog
The latest ideas about the success of enterprise AI transformation driven by business objectives.
Latest thinking
Latest thinking
Latest thinking
AI Transformation
Why Most Enterprise AI Transformations Fail Before the Model Ever Runs
The layer that gates everything above it is data, not the model.
Dan Mintz
AI Transformation
Inside a €126M Real Estate Portfolio's AI Transformation: From Spreadsheets to Autonomous Agents
The transformation started with business strategy, not AI tooling: workflow mapping and data diagnosis came before any agent was selected.
Dan Mintz
AI Transformation
Users building their own app with AI: What That Means for Enterprise AI Transformation
The binding constraint in most AI transformation programs is not model capability.
Dan Mintz
AI Transformation
Jev and System One Models: How Enterprises Should Use Calibrated Decision AI in AI Transformation
Calibrated confidence is the real governance lever: automate above a threshold the business sets, escalate to a human below it.
Dan Mintz
AI Transformation
What Paychex's Agentic AI Payroll Engine Teaches Enterprise Leaders About Taking AI Into Core Operations
The design constraint came from strategy, not technology.
Dan Mintz
AI Transformation
Building an AI-Native Sales Org on the Stack You Already Own: Enterprise AI Transformation Lessons From Anthropic
It redesigned the workflow, kept its systems of record, and placed an AI orchestration layer between them.
Dan Mintz
AI Transformation
Why the CFO Is Becoming the Architect of Enterprise AI Transformation
The transformation is owned by the business, not by IT.
Dan Mintz
AI Transformation
Gemini 4 Argon and Enterprise AI Agents: Why the Model Is No Longer the Bottleneck
The company with the most advanced model is investing most heavily in the controls around it.
Dan Mintz