Case Studies
Example system patterns we work on
A set of anonymised patterns that show the kind of exchanges, platforms, bots and AI systems we design and build.
Why we use patterns instead of names
Most of our work sits close to trading, ledgers and risk, where privacy matters. Instead of logos and big claims, we share anonymised patterns that show how we think about systems. These summaries are closer to a crypto exchange case study or defi platform case study template than a marketing brag sheet.
Pattern categories
- Exchange and liquidity system patterns.
- RWA and tokenization platform patterns.
- DeFi and liquidity platform patterns.
- Trading bot stack patterns.
- AI copilot and ops suite patterns.
How to read these pages
Each pattern page explains context, challenges, what we built, design decisions and outcomes in plain language. Use them to see if our approach to web3 system design matches how you want to run your own stack.
Your situation will differ
No two systems are identical. We treat these patterns as starting points to discuss your constraints, markets and team.
Build with us
Want a calm walkthrough of your own pattern?