Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

28 June 2026·5 min read

A sales agent that never sleeps: +47% conversion on WhatsApp

An e-commerce brand was losing sales at 11 PM, every night. Here is what happened when an AI agent took the night shift.

Read →

15 June 2026·5 min read

Not in a demo, not in a slide deck. In three specific places most businesses already have — and usually ignore.

Read →

1 June 2026·5 min read

Two people, hundreds of repetitive requests, answers measured in days. The fix was not hiring a third person.

Read →

20 May 2026·4 min read

The most requested AI project is often the least valuable one. Start from the process that hurts, not from the technology everyone talks about.

Read →

5 May 2026·4 min read

Sales teams do not hate CRMs. They hate data entry. Remove it, and the forecasts fix themselves.

Read →

10 April 2026·4 min read

Pick one number before you build anything. If nobody can name that number, the project is not ready.

Read →

15 March 2026·4 min read

Every manager has a secret morning routine of tabs and exports. We replaced one with a 7 AM Slack message.

Read →

20 February 2026·5 min read

Five disconnected tools, routes planned by hand, and customers finding out about delays before the dispatcher did.

Read →

25 January 2026·4 min read

A clinic was losing track of its care plans — not from negligence, but from arithmetic. Reminders do not scale by hand.

Read →