Field notes on strategy, design &amp; AI.

Higher Education Has a Data Problem. But It Isn't a Lack of Data.

The next generation of learning technology won't simply tell institutions what happened. It will help them understand what is happening — and what is likely to happen next.

The Economics of Knowing Earlier: Why Predictive Learning Could Change the Financial Future of Higher Education

Universities have spent decades measuring what happened. In an increasingly difficult economic environment, the institutions that thrive may be the ones that can see what is happening early enough to change the outcome.

The Most Important Signal a University Receives May Be the One It Sees Before Something Goes Wrong

After decades of working with leaders and organizations, I've learned that transformation rarely begins with technology. It begins when the right people can finally see what is actually happening.

If We Can't See What's Happening, We Can't Change It

The next generation of higher education technology won't be defined by how much data it collects. It will be defined by how clearly it helps people understand what matters.

Christian Higher Education Doesn't Need to Abandon Its Mission to Survive. It Needs to Prove Its Value.

The institutions that thrive in the next era of education will be those that can preserve what makes them distinctive while becoming dramatically better at understanding students, demonstrating outcomes, and responding to change.

Digital Strategy August 4, 2026

Intelligence Positive

Every transformative technology arrives with a warning. Choosing curiosity over fear — why the real question isn't what AI takes away, but what humanity becomes when intelligent tools amplify human potential.

AI Doesn't Replace Software Architecture — It Exposes It

It's tempting to believe AI reduces the importance of architecture. The opposite is true. AI operates inside the systems you've already built — if they're healthy, intelligence compounds; if they aren't, complexity does.

AI Technical Debt Is Worse Than Software Technical Debt

Classic technical debt leaves clues — duplicate code, outdated libraries. AI debt hides outside the source code entirely, in prompts, models, embeddings, and evaluations, compounding faster and reversing harder.

Building AI Products That Companies Can Actually Trust

The technology is moving at breathtaking speed. Trust isn't. Why production AI is a software-engineering problem — guardrails, observability, evaluation, and governance — not a bigger-model problem.

Designing Software That Learns Without Losing Control

The most successful AI systems aren't fully autonomous — they're carefully orchestrated. Why the future belongs to software that combines adaptive intelligence with deterministic business logic, and knows exactly when to use each.

Every Company Needs an AI Layer

Every major shift in software eventually becomes infrastructure — websites, cloud, authentication, search. AI is heading down the same road. The advantage won't go to the flashiest features, but to the companies that build AI into the fabric of their business.

Every Developer Is Becoming a Systems Designer

The conversation asks whether AI will replace developers. That's the wrong question. The center of gravity is shifting from writing every line of logic to orchestrating models, services, data, and human judgment into reliable systems.

From CRUD to Cognitive Applications

For forty years enterprise software revolved around four operations: create, read, update, delete. The application stored data; humans did the thinking. AI is changing that relationship — software that understands, reasons, and collaborates.

Retrieval Is the New Database Query

Every generation of engineering has a defining abstraction. SQL let us ask questions declaratively. Retrieval-Augmented Generation is becoming the next one — changing the kinds of questions software can answer.

The Enterprise AI Stack Explained

A production AI application isn't an API call to an LLM — it's an ecosystem. Models, embeddings, vector databases, orchestration, MCP, evaluation, guardrails, and the infrastructure that turns AI into production software.

The Future CTO Manages Intelligence, Not Infrastructure

For decades the CTO role was defined by infrastructure — servers, networks, uptime. That's becoming table stakes. The future CTO spends their time deciding how intelligence flows through the business.

Why AI Agents Need Systems, Not Prompts

Prompt engineering taught us how models behave — but prompts aren't products. What separates a clever chatbot from software people depend on is memory, retrieval, tools, guardrails, evaluation, and orchestration.

Digital Strategy July 25, 2026

Bespoke SaaS: Every Business Deserves Software Built Specifically for It

Businesses buy software built for millions and spend years bending it to fit one organization. AI changes the economics: you can now build software designed exclusively around your business — and own it, instead of renting a compromise forever.

Product Design July 25, 2026

Enterprise Design Does Not Have to Feel Corporate

Somewhere over two decades, organizations quietly began translating professional into personality-free. Why professionalism and humanity aren't opposites — and how warmth, distinction, and scale can coexist.

Product Design July 25, 2026

The Most Expensive Design Debt Is Inconsistency

Design debt accumulates quietly — one reasonable exception at a time — until customers call the product confusing and teams slow to a crawl. Why inconsistency is an organizational cost, not just a design one.

AI Can Generate a Brand. It Cannot Protect One

Anyone can now generate a polished visual identity in minutes. Why creating branded assets got easier while protecting the brand they represent got harder — and why stewardship wins.

The Agency of the Future Will Be Smaller, Faster, and More Senior

Agencies once competed on headcount. AI changed the economics: a handful of experienced practitioners can now do what once took dozens. Why fewer people with greater judgment win.

AI Makes Art Direction More Important, Not Less

When one person can generate hundreds of polished images before lunch, beauty stops being the differentiator. The value shifts toward deciding which images belong together — and building a coherent visual world.

AI Transformation Is Really Organizational Transformation

Buy the platform, run the workshops, add the chatbot — and six months later, why so little changed. AI is added to yesterday's operating model instead of reshaping tomorrow's.

The Best Agency Relationships Feel Like Shared Ownership

A vendor asks 'is that in scope?' A partner asks 'how do we solve this together?' Why the best agency relationships share the weight of uncertainty — and the outcome.

Brand Lives in the Product, Not Just the Marketing Site

The marketing site promises one experience; the product delivers another. Why the application must express the same character as the campaign that sold it — because the product is the brand.

A CMS Should Give Designers Freedom Without Creating Chaos

Designers want consistency, authors want flexibility, leadership wants speed. How flexible component systems for Sitecore and Optimizely satisfy all of them at once.

Design Systems Are How Craft Survives Scale

Design systems aren't really about efficiency. They exist to protect craft as organizations grow — so thoughtful decisions outlive the designer who first made them.

Designing Components That Content Authors Cannot Break

The design work doesn't end when the interface is approved — it ends when hundreds of content authors start publishing into it. Why thoughtful constraints are what protect quality inside enterprise CMS platforms.

Digital Transformation Should Reduce Organizational Drag

Ask ten executives what digital transformation means and you'll hear ten technologies — and no outcomes. The real objective is less friction between intention and execution.

Enterprise Websites Fail When No One Owns the Whole Experience

Every department does its job well — and the website still gets worse, one disconnected decision at a time. Why fragmented governance creates fragmented customer journeys.

How to Know Whether Your Company Is Actually Ready for AI

Buying intelligent tools doesn't make an organization intelligent. An eight-part readiness framework — purpose, data, security, governance, skills, value, integration, outcomes.

A New CMS Cannot Fix an Old Operating Model

The website launches, everyone celebrates — then the old problems return. Why platform modernization only works when governance, roles, workflows, and accountability modernize too.

Stop Migrating Content No One Needs

Most CMS migrations quietly carry years of clutter into a beautiful new platform. Why the best migrations begin with subtraction — auditing legacy content and cutting the ROT.

The Template Is Not the Experience

Enterprise sites still get scoped as a count of page templates. But customers don't experience templates — they experience moments. Why the future belongs to adaptable systems, not pages designed one at a time.

What AI Should Do Before It Ever Talks to a Customer

Every organization wants a chatbot. But the highest-value AI often works where customers never see it — research, content ops, employee knowledge, QA, and decision support.

AI & Design July 24, 2026

Why So Many AI Products Look Exactly the Same

Dark backgrounds, blue gradients, glowing orbs, identical dashboards. Why AI products have become visually indistinguishable — and why a clear point of view is the only way out.

Your CMS Is Not Your Digital Strategy

Sitecore, Optimizely, Adobe — the platform is never the problem. Why a CMS is infrastructure, digital strategy is direction, and only the second one decides if you're building the right thing.

The Best Digital Experiences Feel Obvious in Hindsight

Great experiences make you think 'of course it works this way.' Why that feeling of obviousness is the result of dozens of hard decisions — and why simplicity is so hard to design.

The Difference Between Building Features and Building Momentum

Launch isn't the finish line — it's the starting line. Why the products that win aren't the ones with the longest feature list, but the ones that keep getting better after launch.

The Cost of Designing the Wrong Thing Perfectly

A poorly built product is easy to diagnose. A beautifully built product aimed at the wrong problem is far more dangerous — because excellence makes a bad decision look sound.

Designing Products That Feel Expensive

Premium isn't a gold gradient or a price tag — it's something people feel within moments. What actually creates the perception of a premium digital experience: intentionality.

Designing With Less Takes More Skill

Minimalism isn't a style — it's a discipline. When every element has to earn its place, you can't hide behind decoration. Why restraint is the hardest thing to design well.

The Details Users Never Notice Are the Ones They Feel

Nobody compliments your spacing or your easing curve. But remove them and a product feels broken. Why micro-interactions, spacing, rhythm, and hierarchy carry the experience.

Every Great Product Starts With a Better Question

Great products don't begin with great ideas — ideas are plentiful. They begin with great questions. Why discovery isn't the phase before the work; discovery is the work.

Every Pixel Is a Decision

Visual design isn't the art of making things beautiful. It's the discipline of making intentional choices — thousands of them, until every pixel has earned its place.

From Business Goals to User Outcomes

No customer wakes up hoping to improve your conversion rate. Why every KPI is really a measurement of human behavior — and how connecting the two changes strategy.

Motion Should Guide, Not Distract

Great motion isn't decoration — it's communication. Why the best interface animation goes unnoticed, and how to use it to reduce uncertainty instead of demanding attention.

Taste Is the Last Competitive Advantage

When AI can execute anything in seconds, execution stops being the differentiator. Why taste — the judgment to know what belongs, what to remove, and when to stop — is what's left.

What Twenty Years of UX Taught Me About Human Nature

Technology evolves much faster than people do. After nearly two decades of design, the patterns that never change: people want progress, confidence, and to feel understood.

Why Craft Still Wins

Technology changes every month; human perception changes very slowly. Why timeless design principles — and the judgment behind them — outlast every trend and tool.

Why Most Digital Projects Fail Before Design Ever Begins

Postmortems blame timelines, budgets and tech. Most digital projects actually fail during alignment — before anyone opens Figma. Why shared understanding is the real speed.

Why We Prototype Before We Promise

Confidence is expensive when it arrives before learning. Artifact's philosophy on validating ideas quickly — prototype first, learn fast, and promise only what evidence supports.

Why White Space Is Never Empty

White space guides attention before typography, builds hierarchy before color, and creates trust before a word is read. How negative space makes confidence visible.

Digital Strategy July 20, 2026

Digital Strategy Isn't a Deliverable. It's a Way of Thinking.

Strategy became a slide deck you present once and forget. After twenty years, here's the case that it isn't a deliverable at all — it's the lens on every decision that follows.

Product Design July 20, 2026

Good Design Whispers. Great Design Doesn't Need to Shout.

Luxury has never been loud — it has always been restraint. Why the best digital design whispers, and how white space, typography, and taste outlast noise and trends.

Product Design July 20, 2026

Typography Is the Voice of Your Brand

Cover the logo, strip the color, leave only the type — people still feel something. Why typography speaks before words do, and why AI makes that craft matter more, not less.

AI & Design July 19, 2026

AI Doesn't Need More Features. It Needs Better Manners.

Every product grew a sparkle icon this year. Almost none grew better judgment. Why the best AI design disappears — and what designers should build instead.

Digital Strategy July 15, 2026

B2B in the Age of AI

B2B buyers now expect consumer-grade digital. Why the future of business isn't more automation — it's better experiences, and what that means for leaders.

Product Design July 15, 2026

Beyond Agile: Welcome to Rapid Proof™

Agile asked how to build software faster. AI changed the question. Now it's how quickly you can prove you're building the right thing — and that needs a different practice.

Product Design July 15, 2026

MVP Apps in Weeks, Not Months

The greatest risk today isn't launching too early — it's launching too late. How AI changed the economics of product development, and why learning fast beats building fast.

AI & Design July 8, 2026

Design at the Speed of Thought: Why Vibe Coding + Great Design Is Changing Digital Product Development

AI can write code remarkably well. It can't decide what's worth building. Why pairing vibe coding with experienced design is changing product development.

Product Design July 8, 2026

Product Design in an AI World

As AI makes building easier, deciding what to build — and why — became exponentially more valuable. Why the future belongs to designers who think bigger than screens.

Digital Strategy July 8, 2026

The End of the Agency Assembly Line

The old agency model wasn't broken for lack of talent — the process was built for a different era. How AI-assisted design lets us build better digital products, faster.

Digital Strategy July 7, 2026

What Digital Strategy Actually Means (And Why Most Companies Get It Wrong)

Ten people, ten definitions. Digital strategy isn't a deck, a redesign, or a platform — it's the discipline of making better decisions before you build.

Research July 7, 2026

Why UX Research Is the Most Undervalued Competitive Advantage

Everyone says they're customer-centric. Few are. Why UX research — replacing assumptions with evidence — is the most undervalued advantage in digital.

AI & Design February 16, 2026

Designing With AI: A UX Process Guide

When it comes to AI for design, workflow is everything. AI is not one magic button. The real power is mapping AI to the right stage of design. As…

AI January 17, 2026

Waiting for the Spark: AI, Sentience, and the Mystery We Can’t Explain

I realize a lot of people are obsessed with the idea of AI becoming sentient. It feels like the next great funnel experience for humanity. For years I…