Fintech
Financial-API agent with CFO-grade reasoning
A fintech client needed to simplify a user flow that touched complex financial APIs. We built an MCP-based agent that reaches CFO-grade conclusions for under $1 per query.
About
Client
Fintech client (NDA)
Domain
Fintech
What we delivered
MCP-based financial reasoning agent
Precision
93%
Time to answer
~5.5 min
Cost per query
<$1
The challenge
The client needed to connect several complex financial APIs into one coherent user flow, and produce conclusions that a real CFO could defend.
The solution
We built an MCP-based agent that operates on top of proprietary APIs and produces meaningful, traceable conclusions on par with an actual CFO.
The outcome
Precision: 93%
Time to meaningful result: ~5.5 minutes
Cost per query: under $1
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