Case studies
Architecture-first, in practice
What it looks like when the constraints that usually surface late — cost, compliance, governance, operational reality — are treated as design inputs from day one.
The work below shows what architecture-first thinking looks like in practice. Each engagement is anonymized — the businesses are real, the constraints are real, the trade-offs were real. The common thread is the same: design the architecture so the constraints that usually surface late (cost, compliance, governance, operational reality) are treated as design inputs from day one.
Case studies
Architecting a GenAI Deployment That Actually Shipped
A working GenAI prototype had stalled in pre-deployment review. Redesigned the production architecture around the security, cost, and governance constraints the prototype had ignored — and it shipped.
Cloud Modernization Without the Late-Stage Compliance Surprise
An AWS migration plan that treated governance as a separate, later workstream — redesigned so identity, controls, evidence capture, and cost visibility were first-class design inputs from the start.
Naming the Trade-offs Before the Architecture Was Built
A major AWS architecture decision was about to be made by attrition. Structured trade-off analysis across cost, scale, security, governance, and vendor lock-in let leadership decide with full visibility.