Operations Optimization
Structuring workflows, SOPs, and monitoring so daily operations don't depend on someone's memory.
Operations × AI
Operations that run smoother, powered by AI
I help properties and businesses tighten up their operations with systems I build myself — from automated record-keeping to reports that arrive without being asked for.
What I do
Automation & Reporting
Connecting the tools you already use and automating repetitive work — reports come to you, not the other way around.
Custom AI Systems
Building assistants and AI agents that handle real work: recording, monitoring, summarizing, and reminding.
Selected work
Real systems already in use — not concepts.
Hermes Agent — Multi-Platform AI Assistant
A self-hosted AI agent I run on my own server. Connected to several chat channels at once, running scheduled jobs and handling multiple tasks in parallel.
Automated Financial Record-Keeping System
A double-entry bookkeeping system that can be filled in via chat — just send text, a receipt photo, or a voice message.
Automated Reporting & Distribution Pipeline
A scheduler that composes and delivers material periodically to a distribution channel, continuing topics across issues.
Latest writing
Test Run: First Post from the New Editor
A test post to confirm the write-and-publish flow through the visual editor works from start to finish.
Why Operations Need Systems, Not People With Good Memory
Operational problems are rarely about lack of effort. More often they're about processes that depend on someone's memory.
Automation Starts With One Report, Not a Grand Plan
The most common mistake when starting automation: designing a big system before proving one small fix.
Background
I work in rental property operations in Bali and build the AI systems I use daily myself. That combination means I know exactly where operations stall — and how to fix it.