Insights

Thinking Out Loud

EngineeringMay 2026

Building Production MCP Servers for Financial Services

A deep dive into our FastMCP platform architecture — OAuth, 3-tier risk models, and domain-isolated servers for brokerage firms.

AI ArchitectureApr 2026

Agentic AI: From LangGraph Prototype to Enterprise Deployment

Lessons learned building multi-agent systems that handle real-world complexity at scale.

ResearchMar 2026

FinBERT + Claude: Multi-Model Pipelines for Sentiment Analysis

How combining specialized and general models creates more robust financial NLP systems.

EducationFeb 2026

The Case for AI Education in Financial Services

Why upskilling your team in AI fundamentals is the highest-ROI investment you can make right now.