Work / Case studies

From an idea to a live product.

Founders bring us an idea. We take it through product planning, information architecture, interface design, backend and data, then hand back a product people actually use.

See the case studies Bring us your idea
  • End to endOne team from first idea to launch
  • Design-ledProduct thinking before code
  • In productionReal users, not prototypes
01 / How we work

One team.
Every layer.

Products usually stall at the handoffs between strategy, design and engineering. We own every layer, so the decisions made in planning survive all the way to production.

01Idea

Shape the idea

Pressure-test the problem, the users and what version one has to prove.

OutputProduct brief
02Plan

Product plan

Scope, features ranked by value and a roadmap from MVP to scale.

OutputRoadmap
03Structure

Information architecture

User flows, navigation and content structure, mapped before a pixel is drawn.

OutputFlows and sitemap
04Design

Interface design

A design system and high-fidelity screens for mobile, web and admin.

OutputDesign system
05Backend

Backend and data

Database schema, APIs, roles and the admin system your team runs it from.

OutputAdmin and APIs
06Launch

Launch and grow

Deploy, measure real usage and keep improving with the people using it.

OutputLive product
02 / Selected work

Ideas we took
to production.

Three products, three different problems. Each one designed, engineered and launched by the same team.

Case 01 / Fintech product

BFIN: from a founder's idea to a live finance app.

BFIN started as a concept. We shaped it into a product, designed every screen, engineered the backend and launched it to active users.

Challenge
A clear vision with no product definition, no design and no technical foundation.
What we built
Product strategy, user flows, the mobile interface, database and backend, and an admin system to run the business.
Outcome
Live in market with active users, on a foundation built to grow with the roadmap.
  • Product strategy
  • Information architecture
  • UI design
  • Backend
  • Admin system
Case 02 / Faith and content platform

A content system that runs the whole app.

For an Orthodox Christian prayer app, we designed a content management system that controls not only the prayers and readings, but the layout of the mobile app itself.

Challenge
Daily prayers, feast days and readings change constantly. Shipping an app update for every change was not sustainable.
What we built
A server-driven CMS where editors manage content, reorder sections and publish layouts that the app renders instantly.
Outcome
The content team runs the app themselves, with no developer and no app store release for each change.
  • CMS design
  • Server-driven UI
  • Content modelling
  • Mobile UI
  • Database design
Case 03 / AI and machine learning

AI agents that answer from your documents.

Our AI team builds retrieval agents and chatbots that pull information from documents across many sources and return grounded answers with the source cited.

Challenge
Knowledge spread across PDFs, drives, wikis and databases, with teams losing hours hunting for answers.
What we built
Document ingestion, retrieval pipelines and chatbot agents that search every source, cite the passage and hand off to a person when unsure.
Outcome
Fast answers people can verify, delivered inside the tools teams already use.
  • RAG pipelines
  • Chatbot agents
  • Document ingestion
  • Vector search
  • Evaluation
Use cases we've deliveredBuilt for clients under NDA. Names and data withheld.
NFT and Web3

Holder support agent

Answers community questions from whitepapers, roadmaps, smart contract docs and announcements, with the source linked.

Operations

Policy and SOP assistant

Staff ask in plain language and get the exact clause from the right version of the right document.

Research

Multi-source summaries

Pulls facts from many reports and sources into one structured brief a person reviews before it is used.

03 / Start a conversation
Taking on new projects

Have an idea
worth building?

Bring us the idea as it is today. We'll tell you what version one needs to prove, what it will take to build and how we'd get it to real users.

Start the conversation See how we build
One accountable teamStrategy, design and engineering under one roof.
Built to be runAdmin and CMS so your team owns it day to day.
Yours to keepCode, data and design system handed over.