Optimization
Zero waste tolerance. Not a project. An operating discipline.
“The goal is not to slow spending down. It is to make every dollar smarter, faster, and more accountable.”
Every dollar saved from waste is a dollar available for investment. The enterprises that govern capital well do not merely save money - they compound advantage. Capital governance is the Lean revolution for the software-defined enterprise.
Six Vectors of Optimization
Rightsizing
20-40%Matching resource capacity to actual workload demand. The most common optimization - and the most commonly deferred. Rightsizing is not a one-time project; it is a continuous practice.
- ▶ CPU/memory utilization analysis
- ▶ Instance family recommendation
- ▶ Automated downsize during low-demand periods
- ▶ Container resource limit optimization
Reserved Capacity Management
30-45%Committing to reserved instances, savings plans, or committed use discounts for predictable baseline workloads. The art is in the commitment level - too little leaves savings on the table, too much creates waste.
- ▶ Baseline demand analysis
- ▶ Coverage vs. utilization optimization
- ▶ Commitment portfolio management
- ▶ Break-even analysis per commitment
Spot & Preemptible Instances
50-80%Leveraging discounted interruptible capacity for fault-tolerant workloads. Training jobs, batch processing, CI/CD, and stateless services are ideal candidates.
- ▶ Workload fault-tolerance assessment
- ▶ Spot fleet diversification
- ▶ Graceful interruption handling
- ▶ Checkpointing for long-running jobs
Architectural Optimization
40-70%The deepest and most impactful optimization. Redesigning workloads to be cloud-native, serverless, or containerized can fundamentally change cost structures.
- ▶ Monolith-to-microservices migration
- ▶ Serverless-first for event-driven workloads
- ▶ Data tiering and lifecycle policies
- ▶ Caching layer implementation
Waste Elimination
15-25%Identifying and terminating resources that provide zero business value: orphaned disks, unused load balancers, idle databases, and forgotten development environments.
- ▶ Orphaned resource detection
- ▶ Idle resource identification
- ▶ Unused license reclamation
- ▶ Development environment scheduling
Data Transfer Optimization
10-30%Minimizing cross-region and cross-cloud data movement. Data transfer costs are often overlooked but can represent 8-15% of total cloud spend.
- ▶ Data locality optimization
- ▶ CDN implementation
- ▶ Compression and deduplication
- ▶ VPC endpoint utilization