The Frugal Architect: Making Cost A First-Class Concern

Dec 3, 2023

cloud_costs

Traditionally, cost has been an afterthought in system design and operations. But considering cost implications from the very start allows for more balanced trade-offs between features, time to market, and efficiency. Setting cost as a key requirement prevents the pitfall of uncontrolled "growth at all costs" which can mask profitability challenges until it's too late.

Building cost accountability into the process means developers must justify features and infrastructure based on business value...not just technical preference. Operations teams have clear cost reduction objectives that influence technology and resourcing choices.

Most importantly, making cost optimization a priority creates incentives for innovation and creativity in achieving goals. Seeing cost metrics improves visibility and connects technology directly to profit levers - enabling better decision making.

Mapping Technology Directly to Revenue

A common failing is building infrastructure that doesn't scale in step with income generation. Architectures must follow the money. Analyze what business capabilities drive revenue today and anticipate future sources.

Ensure technology can expand precisely in line with revenue-producing activities. If order volume fuels growth, cost per order is a key metric. This allows exploiting economies of scale instead of having infrastructure constraints suppress margins during peak demand.

Setting this alignment early provides flexibility to optimize. Granularly decompose applications into adjustable components with cost controls built-in based on business criticality. This makes trade-offs and rightsizing infrastructure easier as the organization evolves.

Striking the Right Balance

Resilience, performance and cost compete as architectural principles. View them as non-functional interests to balance instead of absolutes. Over-investing in redundancy or high availability without connecting returns erodes margins unnecessarily.

Calculate downtime risk costs across various services to identify appropriate investments that balance with profit goals. services to identify appropriate investments that balance with profit goals. Tier application components so less critical pieces can scale down during off-peak periods, while revenue-critical elements have guaranteed resources.

Having this risk-adjusted perspective sets the right spending priority and capacity buffer thresholds to deliver against business KPIs rather than technical preferences.

Observing Usage Uncovers Opportunities

Lack of visibility into infrastructure utilization, errors and other metrics hides true costs. But robust monitoring combined with optimization capabilities enables fact-based cost management.

Analyzing usage patterns frequently uncovers overprovisioning waste driven by guesswork rather than data. Often 90% of costs come from 30% of components. Diving into metrics guides rightsizing. Comparing reference architectures to current state highlights efficiency gaps.

Prominently displaying cost metrics builds intrinsic motivation to reduce expenses. Engineers invent creative ways to trim latencies and utilization once armed with data. Enabling self-service controls amplifies optimization.

Small daily improvements compound rapidly at scale into major savings. Continually inspecting telemetry ensures resources align tightly with value delivery.

Building Future Flexibility

Even after launch, cost optimization is an incremental journey. Architectures should decompose into adjustible building blocks optimized for manageability as needs change.

Group components into business tiers based on criticality. Core tier 1 elements receive the highest investment to maintain performance. Nice-to-have tier 3 items are lightweight, scalable resources that deliver capabilities cheaply without affecting the core value proposition.

This segmentation creates flexibility to dial-up/dial-down infrastructure scale, redundancy and features to align with value. More elasticity means easier trade-offs to strike the right cost/experience balance at any revenue point.

Developing an Optimization Culture

Operational excellence doesn't happen by accident – it requires an embedded cultural commitment to constant improvement. Unchallenged success builds dangerous complacency that assumptions are valid without scrutiny.

Promoting cloud platform expertise beyond just developers is crucial to analyze usage exhaustively. Expert tuning requires adept skill to balance economic factors: rightsizing overages, eliminating empty utilization, automating manual processes and more.

Champion architectural principles like separation of concerns, statelessness and asynchronous processing which increase flexibility and resilience while simplifying operations. Analyze patterns to shift expensive per-transaction models towards more efficient workload processing.

Continually question existing methods and technologies even after achieving reliability. Look horizontally at peer companies’ innovations. Foster growth mindsets through failure tolerance combined with accountability.

Start Delivering More Business Value

Reframing cost as a key element within system design, development and operations unlocks compelling efficiency gains that directly impact the bottom line.

The incremental yet compounding effects of usage analysis, monitoring, flexible architectures and optimization culture accumulate into vastly improved profitability and positive ROI.

While overlooking infrastructure expenses may seem harmless in the short term, I urge you to consider the principles I’ve outlined as a blueprint for sustained competitive advantage. Tightly connecting systems with how your business generates value is crucial to support current and future ambitions.

We welcome the opportunity to connect with your team to assess current practices and identify areas where these concepts could have the most financial impact. Even modest improvements to cost management create valuable funding to fuel innovation in today’s challenging economic environment.