# Projects — Products, ventures, and useful systems

A selection of shipped products, ongoing ventures, prototypes, and technical work that turns ideas into usable digital things.

## Types of projects I do

### AI products and workflow tools
Practical AI-enabled products that help people make decisions, automate repetitive work, or structure complex workflows. These can range from internal tools to client-facing web apps.

Examples include Tidybird, BrandBench, Discovery, Uncounting, and Meal Planner.

### Digital transformation pilots
Small, testable systems that help organizations move from vague interest in technology to concrete experiments. These projects usually clarify the opportunity, test adoption, and create evidence for the next decision.

Examples include Futurescope and Discovery.

### Client websites and digital platforms
Focused digital products for specific organizations, services, or communities. These projects usually combine product thinking, user experience, technical implementation, and practical launch constraints.

Examples include Bwizer Health and MatchPoint.

### Training and enablement experiences
Digital tools and interactive formats that support workshops, classes, onboarding, and capability building. These projects help people learn by doing rather than only listening.

Examples include Nova SBE Discovery Week Digital Campus Tour and Futurescope.

### Ventures and prototypes
Early-stage products and experiments that test whether a problem, workflow, or market opportunity is worth pursuing. The goal is to learn quickly while building something real enough to use.

Examples include Uncounting, Tidybird, and BrandBench.

## How projects are usually framed

- The problem or decision the project needs to move forward.
- The people who will actually use or maintain it.
- The constraints around data, security, timeline, and budget.
- The smallest useful version that can be tested.
- The evidence needed to decide whether to continue, change direction, or stop.