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Elizabeth Stein
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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
CAIPO.ai application interface

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 integrates seamlessly with the Flo Labs ecosystem while maintaining consistent design language.

II · Build

The craft

Leveraged 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
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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.

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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

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.

© 2026 Elizabeth Stein

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Built with Next.js, Three.js, and obsessive attention to detail.