Two examples:

1. Invoice billing review. Automated 80% of what was a manual process by providing AI suggestions in an automated way. Saved 3 hours per day of managers time. Increased topline by 10%. Dev time: 1 day

2. Data dashboards. We use janky saas that does not have APIs. Automated a scraper to login, download the reports daily, parse and upload to a database, and build a dashboard. Used to take my associate 3 hours per week to do this in a crappy spreadsheet. Now I have it in a perfect database much more frequently. Dev time: 4 hours.

We are attacking little problems all across the business now.

A MIRACLE!!!!