bw_finance — production AI-powered financial platform for SMB
Python
Production-grade financial management platform for a service business with 50+
employees, processing 5000+ operations per month.
Stack: Python, FastAPI, asyncpg, PostgreSQL, Docker.
What's inside:
— Integrations with bank, CRM, cash, crypto and OFD receipts
— Append-only operations journal with P&L by segment
— Payroll automation
— Custom MCP server giving Claude scoped access to PostgreSQL and Docker over SSH
— Anomaly alerts via Telegram
Outcome: 15 hours per week saved for the owner, bank reconciliation in 5 minutes
(was 1–3 days), zero payroll errors, P&L available 24/7.
Method: brief-before-code, pre-commit validation, scoped iterations with clear
non-goals.
#python #fastapi #postgresql #docker #claude #mcp #finance #automation #crm
employees, processing 5000+ operations per month.
Stack: Python, FastAPI, asyncpg, PostgreSQL, Docker.
What's inside:
— Integrations with bank, CRM, cash, crypto and OFD receipts
— Append-only operations journal with P&L by segment
— Payroll automation
— Custom MCP server giving Claude scoped access to PostgreSQL and Docker over SSH
— Anomaly alerts via Telegram
Outcome: 15 hours per week saved for the owner, bank reconciliation in 5 minutes
(was 1–3 days), zero payroll errors, P&L available 24/7.
Method: brief-before-code, pre-commit validation, scoped iterations with clear
non-goals.
#python #fastapi #postgresql #docker #claude #mcp #finance #automation #crm