Case Studies

Real challenges.
Honest outcomes.

These are product ideas Andrew has explored, prototyped, and validated — each one illustrating a specific product thinking challenge and what was learned.

Featured work

Prototyped and validated

Full-depth explorations with problem framing, prototyping, and user validation.

EasyCrop.app

Rapid PrototypingSaaSConsumer Tool

Challenge

Content creators were wasting hours resizing images for different social media platforms — a repetitive, low-value task with no elegant tool to solve it.

Approach

Rapidly prototyped a focused image-cropping tool with platform-specific presets, minimal UI friction, and a workflow designed around how creators actually work.

Key Insight

Users prioritize speed and convenience over advanced editing. Platform presets and one-click resizing drove adoption more than any feature complexity.

RaceHive.co

Community PlatformMarketplaceCreator Economy

Challenge

Grassroots racers had no dedicated digital space to build a following, engage fans, or receive direct financial support from the community.

Approach

Prototyped a creator-supporter platform with driver profiles, fan engagement mechanics, and lightweight payment flows tailored to the motorsport community.

Key Insight

Direct fan support and niche community identity were stronger value drivers than generic content features. Specificity beats breadth in community platforms.

Nimble.pm

SaaSProduct DesignPM Tool

Challenge

Smaller teams and lightweight workflows were being crushed under the weight of bloated project management tools that required more maintenance than the work itself.

Approach

Explored a stripped-back project management experience focused on task clarity, fast navigation, and removing every unnecessary layer of complexity.

Key Insight

Simplicity is a feature. A clear, lightweight experience outperforms feature-heavy PM tools for teams that value speed over configurability.

Slidify.app

ReactPrototypeStorytelling

Challenge

Existing presentation tools felt static, disconnected from storytelling, and technically heavy for users who just want to share ideas beautifully.

Approach

Built a React-based slideshow viewer with smooth animated transitions, focused on polished visual storytelling with minimal setup.

Key Insight

Motion and polish matter. Users gravitate toward tools that make them look professional without requiring design expertise.

Also worth knowing

Other product experiments

Additional concept-stage explorations from Andrew's product practice.

EV / TCO Strategy Concept

Organizations evaluating EV fleet transitions lacked a simple model to compare total cost of ownersh...

Product StrategyData VisualizationB2B

Pronunciation Feedback Tool

Language learners lacked accessible, real-time feedback on pronunciation accuracy outside of expensi...

EdTechSpeech RecognitionConcept
Concept explorations

Other product investigations

Shorter explorations and concept-stage work across a variety of domains.

Vehicle TCO / EV Comparison

Interactive total-cost-of-ownership comparison tool for fleet managers and policy teams evaluating EV transition scenarios.

B2B ToolData Visualization

Speech Recognition Pronunciation Feedback

Browser-based pronunciation assessment tool for language learners using real-time speech recognition and structured feedback.

EdTechSpeech API

Local Merchant Coupon Platform

Digital coupon and loyalty concept for local merchants, exploring acquisition and retention mechanics for small businesses.

Local CommercePlatform Concept

SaaS Pricing & Packaging Work

Experiments in value-metric pricing, packaging structure, and trial-to-paid conversion for B2B SaaS contexts.

SaaS StrategyPricing Design
What the patterns show

Lessons learned across every project

Users want less, not more

Every case study revealed that simplicity and speed beat feature richness, especially in early-stage tools.

Specificity drives adoption

Narrow, focused tools that solve one thing perfectly outperform general-purpose alternatives every time.

Test before you invest

The biggest learning in every project came from talking to users, not from building more features.

Motion and polish signal quality

In competitive categories, how an experience feels is as important as what it does.

Want to prototype your idea?

Andrew's rapid prototyping approach can turn your concept into something testable within days.