Viewing system architecture and efficiency as a primary driver of profitability, treating compute and cloud spend with the same rigor as a physical supply chain.
Operational Excellence
Most teams grade their AI rollout on adoption and task-completion rates. Those measure activity, not the health of what's being built. Here are two structural dials that do.
Operational Excellence
Let's start with an uncomfortable truth for September 2025: two versions of your company’s architecture now exist in parallel. There’s the official one, carefully documented on your internal wiki. Then there’s the shadow architecture, being built piece-by-piece, commit-by-commit, by dozens of