Business Scenario A retail organization runs multiple promotional sales events across its store network in different cities, featuring various product categories where Data is captured from third-p...

Business Scenario A retail organization runs multiple promotional sales events across its store network in different cities, featuring various product categories. Data is captured from: Third...

Business Scenario A retail organization runs multiple promotional sales events across its store network in different cities, featuring various product categories where Data is captured from third-p...

A recruiter receives a detailed job description for a senior engineer working on a payments platform. It explains the required skills, the business domain, and the experience that would be useful. ...

The green check that hid a real problem During a recent customer conversation, I was shown a customer-service refund agent that looked healthy by every traditional measure. Requests completed succe...

From AI Foundations to a Shared Operating Model In my previous article, AI Azure Landing Zone: Shared Capabilities and Models to Enable AI as a Platform, I explored how organizations establish secu...

The five-answer problem Ask a simple question inside a large operator: “How is this asset producing against plan, and what’s the constraint?” Now watch five systems answer five different things. ...

Introduction  AI agents are rapidly becoming a core component of enterprise transformation strategies. Organizations are deploying agents to assist employees, automate business processes, improve c...

I got asked a question a few weeks ago that sounded simple. Lock down Azure AI Foundry with Private Link, and let the agents call an MCP server hosted on a VM in a different virtual network. Everythi...

Introduction Recently I received a request from one of our GSI partners to demonstrate them 4IQs on a retail industry scenario. Unfortunately, Web IQ is still not in public preview. Hence, I promis...