Case study

enterprise2024

CAIPO.ai

Designed and built an AI-powered platform as part of the Flo Labs 6-site ecosystem. Led frontend architecture, component integration, and UX for complex AI interactions.

Where I learned to build at scale and lead teams

Field notes

Role

Design Team Lead

Context

Flo Labs

Read order

Evidence first, then constraint → build → proof. Use the chapter rail to jump sections; orbit to adjacent work from the bottom of the case study.

Enterprise Missions✦III-Class Dwarf

Evidence

Interface & evidence

A real surface area, not a mock. Scroll the story below for constraint, build, and outcome.

Signature viewpreview

Story arc

How this shipped

Where I learned to build at scale and lead teamsThree beats: what pressed against the work, how the stack answered, and what changed once it was live.

I · Constraint

The brief

Building a production AI platform that connects cleanly into the Flo Labs ecosystem while maintaining consistent design language.

II · Build

The craft

Used a shared component library and design system. Implemented AI features with careful UX consideration for complex interactions and designed intuitive workflows for non-technical users.

III · Proof

What moved after launch

Launched as part of 6-site ecosystem. Consistent design language reduces user friction across platforms. AI features integrated with zero learning curve.

Inventory

Stack & signals

ReactNext.jsAIStrapi

Tell me what you're building

If you need someone who can own UI, systems, and AI integration without losing the plot, I'm listening. Contract, advisory, or full-time: we'll find the right shape.

Start a Conversation See More Projects

Related work

Signal = how many tags a project shares with this one.

Same clustersignal 4

Signal: Medium

Next.jsStrapiAI

MoodChanger.ai

Designed and developed an AI-powered mood tracking and wellness tool. Created calming UI with soft color transitions and built AI features that respond to emotional context with personalized suggestions.

Same clustersignal 4

Signal: Medium

Next.jsStrapiAI

RoboCollective.ai

Designed and built an AI/robotics showcase platform with interactive demos and visualizations that make complex technical concepts accessible. Created Strapi CMS integration for easy content management.

Same clustersignal 3

Signal: Medium

ReactNext.js

Coulson One

Enterprise-scale TypeScript/React application with 64,806 files. Led architecture decisions and core feature implementation for aviation resource management.

Keep exploring

Previous Project

Flo Labs International

Led a team of 3-4 developers as Design Team Lead, building and maintaining a 6-site client ecosystem. Architected a unified design system, shared component library, and modern Next.js + Strapi CMS stack from the ground up.

Next Project

MoodChanger.ai

Case study

enterprise2024

CAIPO.ai

Designed and built an AI-powered platform as part of the Flo Labs 6-site ecosystem. Led frontend architecture, component integration, and UX for complex AI interactions.

Where I learned to build at scale and lead teams

Field notes

Role

Design Team Lead

Context

Flo Labs

Read order

Evidence first, then constraint → build → proof. Use the chapter rail to jump sections; orbit to adjacent work from the bottom of the case study.

Enterprise Missions✦III-Class Dwarf

Evidence

Interface & evidence

A real surface area, not a mock. Scroll the story below for constraint, build, and outcome.

Signature viewpreview

Story arc

How this shipped

Where I learned to build at scale and lead teamsThree beats: what pressed against the work, how the stack answered, and what changed once it was live.

I · Constraint

The brief

Building a production AI platform that connects cleanly into the Flo Labs ecosystem while maintaining consistent design language.

II · Build

The craft

Used a shared component library and design system. Implemented AI features with careful UX consideration for complex interactions and designed intuitive workflows for non-technical users.

III · Proof

What moved after launch

Launched as part of 6-site ecosystem. Consistent design language reduces user friction across platforms. AI features integrated with zero learning curve.

Inventory

Stack & signals

ReactNext.jsAIStrapi

Tell me what you're building

If you need someone who can own UI, systems, and AI integration without losing the plot, I'm listening. Contract, advisory, or full-time: we'll find the right shape.

Start a Conversation See More Projects

Related work

Signal = how many tags a project shares with this one.

Same clustersignal 4

Signal: Medium

Next.jsStrapiAI

MoodChanger.ai

Same clustersignal 4

Signal: Medium

Next.jsStrapiAI

RoboCollective.ai

Same clustersignal 3

Signal: Medium

ReactNext.js

Coulson One

Enterprise-scale TypeScript/React application with 64,806 files. Led architecture decisions and core feature implementation for aviation resource management.