Universal
Labs.AI engineers · London
WorkCase study · 02 of 08Enterprise platform

Enterprise strategy,
translated into delivery requirements.

Unity Platform connects business strategy, research and product planning in one workspace. AI agents use an organisation’s source material to develop linked strategy documents, personas and requirements, giving delivery teams a structured basis for planning the build.

Client
UnityStudio venture
Stages we ran
01Research
02Product
03UX & UI
04AI engineering
05Ship & run
Stack
Next.js · Supabase · Python agents on Railway · GCP BigQuery · ElevenLabs voice
Year
2025 – 26
Live
unityplatform.io ↗In production
Unity Platform home: flow navigation across the hubs
The problem

Connecting business strategy to a clear delivery plan.

Enterprise programmes bring together business, product and technology teams, but workshop outputs often need substantial work before development can begin. Unity Platform connects that strategic context to structured requirements and supporting research.

ConstraintKeep generated work traceable to client source material, isolate each organisation’s data and support deployments under each customer’s brand.
What we built

A connected workspace for strategy and delivery.

01 · 03

The hubs

Nineteen workspaces organise strategy, research, design and development. Linked blueprint cards allow teams to develop personas, problem statements and delivery requirements from existing work.

02 Product03 UX & UI19 hubs · blueprint cards
Unity Platform — The hubs
02 · 03

The agents

A Python agent pipeline uses client research and existing blueprints to generate new documents and presentations. Automated evaluations check whether the output is supported by its source material.

04 AI engineeringPython agents · RailwayEvals for grounding
Unity Platform — The agents
03 · 03

The data layer

Each client has a dedicated Cloud Storage bucket and BigQuery dataset in London, accessed through an API gateway. Generated documents are stored in the platform, with separate branding available for each customer.

05 Ship & runGCP · per-client isolationWhite-label
Unity Platform: Supabase, Railway and GCP, and what never crosses
Built withNext.jsSupabasePython · RailwayGCP BigQueryElevenLabsVercel
Project outcomes

In production, with dedicated data storage for each client.

unityplatform.ioLive since October 2025, rebranded from Pinnlo to Unity in February 2026.Live
19 hubsStrategy, intelligence, design, development, pitch and the rest, each generating from the others.Shipped
Evals in CIAn eval framework for the agents, plus an automated test suite that runs on every branch.Live