Comm-Recon

Financial Reconciliation Command Center

Prototype demonstrating function-calling RAG for financial data queries with real-time monitoring capabilities.

Lines of Code

12,000

Features

12+

Innovations

Maturity

7.5/10

Experience the working prototype

Technology Stack

Next.js 15React 19TypeScriptSupabaseOpenAI GPT-4oRecharts

Function-calling RAG for precise data queries (vs. approximate vector search)

Real-time SLA monitoring with 30-second polling

Filter-driven context injection for LLM analysis

API proxy pattern for corporate firewall bypass

Multi-source configuration (env vars, localStorage, server)

working prototype

Real workflows implemented, demonstrating core concepts

7.5/10

Core features complete, room for enhancement

Multi-Product Intelligence SaaS Platform

End-to-End Local LLM Platform