01. From side project to enterprise

Pinnlo proved the concept. Unity Platform scaled it.

Pinnlo started as a solo project for solopreneurs. The architecture worked, so it became Unity Platform: a white-label enterprise AI tool with 19 specialised hubs, a Python agent pipeline, and a GCP data layer for client analytics. I led the design and frontend engineering across the full rebrand and feature expansion.

19

Specialised hubs: Strategy, Intelligence, Design, Creative, Development, and more.

145+

Tests operational. Built reliability into the platform from the start.

5

Intelligence types: Market, Competitive, Customer, Trend, and Technology.

Unity Platform: hub tab bar, flow navigation, agent chat, strategy cards
Platform workspace · hub tab bar, flow navigation, agent chat
02. The 19-hub ecosystem

Every business function gets its own hub.

Each hub is a workspace scoped to a single business concern: Strategy, Intelligence, Design, Creative, Development, Ideas, Actions, Transcripts, Prototype, Template, Agent, Collection, Pitch, Organisation, and Workshop. Every hub has its own colour, icon, and set of agent tools. The navigation is a colour-coded Hub Tab Bar I designed to make context-switching instant.

Strategy
Intelligence
Design
Creative
Development
Ideas
Actions
Transcripts
Prototype
Pitch
Agent
Workshop
04. Architecture

Enterprise stack, designed end to end.

Frontend

Next.js

App Router · React · Tailwind · Framer Motion

Agents

Python Pipeline

FastAPI · Railway-hosted · specialised per hub

Database

Supabase

Postgres · pgvector · RLS · Auth · Storage

Analytics

GCP

BigQuery · Cloud Storage · enterprise client data

System Architecture
Client
Next.js
Agents
Python · FastAPI
Persistence
Supabase
Analytics
GCP
03. The website

A corporate site to match the platform.

Universal Strategic Arts needed a front door that communicated the same ambition as the platform behind it. I designed and built thisisuniversal.com, the corporate site that positions the product for enterprises, consultancies, agencies, and independent specialists. “Next Generation Strategy” is the headline: AI infrastructure for strategic work, not another chatbot wrapper.

Universal Strategic Arts: corporate website hero
thisisuniversal.com · corporate landing page
05. What I did

Design and engineering, same person.

  1. 01
    Designed the 19-hub navigation system

    Colour-coded Hub Tab Bar with fixed positioning. Each hub has its own identity and agent tools. Navigating between hubs is instant.

  2. 02
    Built the Blueprint v3 component system

    A structured component library powering every hub. Cards, dropdowns, filters, modals: all consistent, all documented.

  3. 03
    Designed the Card Creator

    AI-powered content generation that uses contextual information from the current strategy. The agent tools panel adapts per hub.

  4. 04
    Built the enterprise data layer

    GCP integration for client analytics: BigQuery for querying, Cloud Storage for assets, connected to the frontend via API routes.

  5. 05
    Led the Pinnlo → Unity rebrand

    New identity, new colour system, new navigation. Migrated the full codebase while shipping features in parallel.

06. What I learned

Enterprise is a different design problem.

Solo products let you move fast and break things. Enterprise products break other people's things. The 5 C's framework (Connect, Contextualize, Collaborate, Capability, Competitive Advantage) was the structure that kept 19 hubs coherent instead of chaotic.

White-labelling forced me to think in systems, not screens. Every colour, every component, every agent prompt had to work across different brands without hard-coded assumptions. That constraint made the design system sharper.

Scaling from solo to enterprise taught me that the hardest design work isn't pixels. It's deciding what 19 hubs share and where they diverge.