AI Insights
I'm not an AI evangelist or a doomer. I'm a practitioner — someone who uses these tools daily and writes about what actually works, what doesn't, and where all of this is genuinely heading.
"The hesitation many architects feel comes from trying to use AI for writing. That's the wrong lens. Use it for governance and verification."
The Backstage Crew of Enterprise IT: Why Metadata Management Dictates the Success of Modern Architecture and AI
In enterprise IT, your data strategy, your microservices, and your shiny new generative AI platforms are the stars on stage. Metadata management is the backstage crew.
Enterprise AI Architectures in 2026: Where the Market Agrees, Where It Splits, and What It Means for Work
The biggest tech platforms have now placed their AI strategy bets for 2026. Here is a clear-eyed look at where the market aligns, where it diverges, and what it means for enterprise architects and the future of work.
AI killing jobs might not be the whole truth
AI killing jobs might not be the whole truth; it is rewriting job descriptions, reshaping team structures, and raising the bar for hybrid roles.
AI-Enabled API Governance: Turning a Bottleneck into a Competitive Advantage
API governance is one of those disciplines everyone agrees matters — but too many organisations still handle it too late.
Architecture Assurance: Reconciling Intent Across the Distributed Web
In a modern enterprise, architecture is—and always will be—a **Distributed Web of Artifacts.**
From Page Views to Purpose: How AI Is Redefining Customer Experience in the IT Industry
An exploration for strategy leaders, enterprise architects and customer experience professionals on the fundamental shift happening at the intersection of AI and customer experience.
I completed an architectural audit in 60 minutes using Amazon Kiro
AI architectural audits used to take days. Here's the exact chain-prompting method I used with Amazon Kiro, GitHub and MCP to do one in under an hour.
The AI industry right now is exactly like driving on an Indian road
Lanes are suggestions. The biggest vehicle has right of way. And at any moment, a cow might sit down in the middle of the highway. Sound familiar?
Feeling overwhelmed by new AI tools every day? You're not alone — here's a framework
FOMO is real. But there's a practical 4-step approach to filter the noise and focus on what actually makes sense for your business, without the hype.