Category: Automation

When a finance, ops, or HR team has a spreadsheet with 14 tabs and a manual ‘paste from this column to that one’ step every month, that’s not a spreadsheet. It’s a job description waiting to be automated.

Agentic coding lets us build small, useful tools in 4 days that used to take 4 weeks. Here’s a tour of actual deliverables, with rough scopes and rough costs.

A real automation has a clear input, a clear output, and an unambiguous exit. A half-built workflow has steps that ‘usually’ work and a person quietly cleaning up at the end.

A four-day internal tool can save a finance or ops team 10+ hours a week, indefinitely. We’ve shipped half a dozen of these in 2026. The ROI is almost embarrassing.