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Strategic activity mapping for software architects May 25, 2025 On the role of Distinguished Engineer and CTO Mindset Apr 27, 2025 The future is bright Mar 30, 2025 Software Engineering is here to stay Mar 3, 2024 Some thoughts on recent RTO announcements Jun 22, 2023 Comparing AWS SQS, SNS, and Kinesis: A Technical Breakdown for Enterprise Developers Feb 11, 2023 Should today’s developers worry about AI code generators taking their jobs? Dec 11, 2022 Things to be Thankful for Nov 24, 2022 Book review: Clojure for the Brave and True Oct 2, 2022 Monolithic repository vs a monolith Aug 23, 2022 Scripting languages are tools for tying APIs together, not building complex systems Jun 8, 2022 There is no such thing as one grand unified full-stack programming language May 27, 2022 Most terrifying professional artifact May 14, 2022 Best practices for building a microservice architecture Apr 25, 2022 True identity verification should require a human Mar 16, 2020 On elephant graveyards Feb 15, 2020 TDWI 2019: Architecting Modern Big Data API Ecosystems May 30, 2019 Returning security back to the user Feb 2, 2019 Which AWS messaging and queuing service to use? Jan 25, 2019 Using Markov Chain Generator to create Donald Trump's state of union speech Jan 20, 2019 The religion of JavaScript Nov 26, 2018 Leaving Facebook and Twitter: here are the alternatives Mar 25, 2018 When politics and technology intersect Mar 24, 2018 TypeScript starts where JavaScript leaves off Aug 2, 2017 Node.js is a perfect enterprise application platform Jul 30, 2017 Rather than innovating Walmart bullies their tech vendors to leave AWS Jun 27, 2017 Architecting API ecosystems: my interview with Anthony Brovchenko of R. Culturi Jun 5, 2017 TDWI 2017, Chicago, IL: Architecting Modern Big Data API Ecosystems May 30, 2017 Apple’s recent announcements have been underwhelming Oct 29, 2016 Why I switched to Android and Google Project Fi and why should you Aug 28, 2016 Amazon Alexa is eating the retailers alive Jun 22, 2016 What can we learn from the last week's salesforce.com outage ? May 15, 2016 Why it makes perfect sense for Dropbox to leave AWS May 7, 2016 JEE in the cloud era: building application servers Apr 22, 2016 Managed IT is not the future of the cloud Apr 9, 2016 JavaScript as the language of the cloud Feb 20, 2016 OAuth 2.0: the protocol at the center of the universe Jan 1, 2016 Operations costs are the Achille's heel of NoSQL Nov 23, 2015 IT departments must transform in the face of the cloud revolution Nov 9, 2015 Banking Technology is in Dire Need of Standartization and Openness Sep 28, 2015 Top Ten Differences Between ActiveMQ and Amazon SQS Sep 5, 2015 We Live in a Mobile Device Notification Hell Aug 22, 2015 What Every College Computer Science Freshman Should Know Aug 14, 2015 The Three Myths About JavaScript Simplicity Jul 10, 2015 Book Review: "Shop Class As Soulcraft" By Matthew B. Crawford Jul 5, 2015 Your IT Department's Kodak Moment Jun 17, 2015 The longer the chain of responsibility the less likely there is anyone in the hierarchy who can actually accept it Jun 7, 2015 Smart IT Departments Own Their Business API and Take Ownership of Data Governance May 13, 2015 We Need a Cloud Version of Cassandra May 7, 2015 Building a Supercomputer in AWS: Is it even worth it ? Apr 13, 2015 Ordered Sets and Logs in Cassandra vs SQL Apr 8, 2015 Exploration of the Software Engineering as a Profession Apr 8, 2015 What can Evernote Teach Us About Enterprise App Architecture Apr 2, 2015 Why I am Tempted to Replace Cassandra With DynamoDB Nov 13, 2014 Infrastructure in the cloud vs on-premise Aug 25, 2014 Wall St. wakes up to underinvestment in OMS Aug 21, 2014 Cassandra: Lessons Learned Jun 6, 2014

Strategic activity mapping for software architects

May 25, 2025

I often dive deep into research on a topic when an idea resonates with me. I might read a paper, an article, or find something in a book. What starts as curiosity becomes a full-fledged exploration. I read broadly across science, psychology, and sociology, always seeking the connections between disciplines and outcomes.

During one of my executive classes at the Wharton CTO program, I came across the concept of activity system mapping. That framework sparked a cascade of insights. It helped me reframe a long-standing question: how can technologists, particularly lead engineers, software architects, and CTOs, quantify and increase their impact on the business?

Gregor Hope’s “Software Architect Elevator” defines the three-legged stool of software architecture: skill, impact, and leadership. For many technologists, “impact” is the hardest leg to build because we are accustomed to recognition for technical excellence and rarely for business results.

The impact of software architecture is measured by the benefit achieved for the business, typically through increased revenue, reduced costs, faster time to market, competitive advantage, or the ability to respond quickly to changing customer needs. These are the hallmarks of a strong architecture.

So, how do you ensure your work drives business value? According to Michael Porter, strategic impact stems from five pillars:

  • Increasing revenue,

  • Building desirable and profitable products,

  • Reducing costs to serve,

  • Enabling scale,

  • Establishing competitive differentiation


These pillars are rooted in Michael Porter’s work on competition and strategy. Crucially, you don’t achieve them by mimicking competitors. Strategy is about making deliberate choices to be effective and different.

One exercise I now recommend to teams is mapping their day-to-day technical work to business value. If you are working on an established and successful product, list the top 3-5 reasons your customers are buying it and staying with it. If it is an emerging offering, list 3-5 reasons why you think your customers will buy it. Then, add 2 more: increasing revenue and lowering costs for your enterprise. Place these items into the center of your diagram: they are your strategic priorities.

Critically, technical activities are never a strategic priority. For example, “API-first” is not a strategic priority -- it is an activity serving the purpose of a strategic priority. But enabling a platform strategy where external partners build on your APIs to expand your ecosystem and moat is. Strategy translates technical activities into business leverage.

From there, list all your daily activities - features, experiments, and processes. Then, map connections between them and to strategic priorities. You’ll quickly see which activities drive value, which is disconnected/orphaned, and where your architecture does not align with strategy.

Done well, this map becomes a compass. It clarifies where to invest energy and where to pivot. It’s also not static. I recommend doing it monthly or quarterly, including your team and executive leadership.

Software architecture isn’t just about choosing the right patterns or writing clean code. It is about making deliberate choices that move the business forward. By mapping your activities to strategic priorities, you start seeing architecture not as isolated technical work but as a value delivery system. You’ll also begin to notice which activities generate traction and which are just consuming cycles.