Journal
Evidence, experiments, and thinking from the VOD lab — built to earn trust over time.
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From the lab
Research Papers · 12 November 2025
The Cost of Assumption: Why We Prototype Before We Spec
Specification documents feel productive. Prototypes reveal whether the problem is worth solving at all — before teams commit months of build time.
ReadResearch Papers · 4 September 2025
Measuring What Matters: Outcome Metrics in Experience Research
Vanity metrics and activity counts tell teams they are busy. Outcome metrics tell them whether people’s lives improved. Here is how we define and track the difference.
ReadResearch Papers · 18 June 2025
Context Over Convenience: A Field Study Framework for Physical-Digital Products
Lab studies reveal usability. Field studies reveal reality — where environment, social pressure, and habit reshape every interaction you thought you understood.
ReadInsights · 21 October 2025
When Retention Is the Wrong North Star
Retention is treated as proof of product-market fit. Sometimes it is proof that leaving is harder than staying — and that is a very different story.
ReadInsights · 7 August 2025
The Quiet Power of Consistent Interface Language
Teams chase novelty in visual design while ignoring the vocabulary users read every day. Consistent language is one of the highest-leverage trust investments available.
ReadInsights · 15 April 2025
Design Debt Compounds Faster Than Technical Debt
Engineering debt is tracked in backlogs. Design debt hides in inconsistent patterns until every new feature takes twice as long and users feel the product fraying at the edges.
ReadDesign Thinking · 2 October 2025
Converging Without Closing: The Second Diamond in Practice
Teams treat convergence as a single meeting. The second diamond asks for disciplined narrowing that still leaves room for evidence to change the decision.
ReadDesign Thinking · 29 July 2025
Service Blueprints for Products That Live in Space
Screen-first teams blueprint digital flows. When the product includes environment, staff, and physical objects, the blueprint must span every visible and invisible layer.
ReadDesign Thinking · 11 May 2025
Problem Framing Before Pixel Pushing
Most briefs arrive as solutions. Problem framing turns them back into questions worth answering — with evidence, constraints, and success definitions everyone can see.
ReadAI · 28 November 2025
AI as Research Assistant, Not Research Replacement
Generative tools accelerate synthesis and scanning. They do not replace judgment, consent, or the obligation to validate every insight before it drives decisions.
ReadAI · 19 September 2025
Human-in-the-Loop: Where We Draw the Line on Generated UX
AI can produce plausible interfaces at scale. Plausibility is not usability, accessibility, or ethics — those require human accountability at defined checkpoints.
ReadAI · 2 June 2025
Building Trust in AI-Augmented Design Workflows
Teams adopt AI quietly when leadership is vague about standards. Transparency about where AI assists — and where it does not — earns client and user trust.
ReadHuman Behaviour · 14 October 2025
Intent vs. Impulse: Designing for Voluntary Engagement
Variable rewards and urgency cues drive short-term clicks. Voluntary engagement — chosen, informed, repeatable — is what durable products are built on.
ReadHuman Behaviour · 22 August 2025
Cognitive Load in Hybrid Physical-Digital Environments
People do not experience apps and spaces separately. They experience total cognitive load — and most products ignore half of it.
ReadHuman Behaviour · 27 March 2025
The Ethics of Nudging: When Persuasion Becomes Manipulation
Nudging can help people act on their own goals. It can also override those goals for someone else’s metrics. The difference is values, not technique.
ReadCase Studies · 30 September 2025
From Alert Fatigue to Signal Clarity: A Healthcare Dashboard Study
Clinicians were dismissing alerts before reading them — not because they were careless, but because the system trained them to ignore noise. How we rebuilt signal without adding screens.
ReadCase Studies · 8 July 2025
Rebuilding Trust in an Enterprise Platform Rollout
A phased migration broke more than workflows — it broke confidence. Recovery required admitting what failed, fixing operations, and redesigning communication as carefully as interface.
ReadCase Studies · 2 April 2025
When Brand and Product Need to Speak as One System
Marketing promised a premium, human experience. The product delivered efficient but cold utility. Closing the gap required one narrative arc across touchpoints — not a rebrand alone.
ReadExperiments · 5 November 2025
Open Prototype: Testing Offline-First Onboarding Flows
We tested whether sovereign, offline-first onboarding could feel as clear as cloud-default patterns — without hiding the trade-offs users actually care about.
ReadExperiments · 14 August 2025
Spatial Wayfinding Without Screens: A Lab Note
Can a workplace experience orient visitors using material cues alone — before anyone opens an app? We built a room-scale test to find out.
ReadExperiments · 23 May 2025
Variable Reward Loops We Refused to Ship
We prototyped engagement patterns common in consumer apps and tested them against our values commitments. Three stayed in the lab — deliberately.
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