Tagged
automation
Read + writenot just a chat wrapper
Internal tooling · Built from scratchCustom MCP server + iOS companion
Every scheduling question took five clicks in a system built for entering data, not answering questions.
Monthlyrecurring, every statement cycle
Internal process · Recurring G&A taskExpense reporting automation
A monthly expense report meant retyping a credit card statement by hand and recalling six-digit budget codes from memory.
Nightlyunattended run
Internal tooling · In productionDatabase ↔ email platform sync
The vendor integration failed most nights, so a colleague reconciled two databases by hand.
~1,500recordings in the backlog
Client build · Jack Hayford MinistriesSermon processing pipeline
A ministry had ~1,500 archived recordings to process, at about 75 minutes of hands-on work each.