← All work
An AI co-pilot that drives the whole trading app
An agentic assistant built on Claude with native tool-use that controls an entire algorithmic-trading application through dozens of tools, from questions to actions.
The challenge
A powerful app that was hard to get into.
The application could do a lot, but it was complex to operate and users had to click through many screens. For newcomers it was a steep curve.
Our approach
Give the app a conversational interface.
We built an agentic co-pilot on Claude that controls the whole app through dozens of native tools. It runs an agentic loop, streams responses, keeps conversation context and tracks the cost of every message.
✓ Native tool-use with dozens of tools
✓ Agentic loop with conversation history
✓ Real-time response streaming
✓ Per-message cost tracking
The outcome
Clicking turned into a conversation.
40+
TOOLS UNDER THE AGENT
Streaming
REAL-TIME RESPONSES
Per-message
COST TRACKING