Where AI Actually Reduces Operating Cost—and Where It Does Not
A practical framework for finding automation candidates that pay off, and recognizing the ones that quietly fail.
AI Architecture · 7 min read
Kubernetes or Serverless for AI Workloads? A Practical Decision Guide
The tradeoffs that actually matter when choosing where to run AI workloads—not the buzzwords.
Cloud Native · 9 min read
Zero Trust Without the Big-Bang Migration
An incremental path to Zero Trust that doesn't require ripping out your existing infrastructure overnight.
Zero Trust · 11 min read
Designing an AI-Ready Data Lakehouse on AWS
The architecture decisions that determine whether a lakehouse actually serves analytics and ML consumers well.
Data Engineering · 8 min read
Why Transformation Programs Stall Between Strategy and Delivery
Most transformation programs don't fail on technology. They fail on decision rights, prioritization, and adoption.
Strategy · 6 min read
How to Evaluate LLMs for a Real Business Workflow
Benchmark scores don't tell you whether a model will work for your workflow. Here's a more useful evaluation approach.
AI Architecture · 10 min read
