Ahmed Mahmoud · Solo operator · Est. every morning at 5am

I put AI to work on real problems.

Roofing forensics, insurance operations, language learning, local business — built end-to-end by one person, from the data model to the deploy button. The ledger below is live proof.

Ship log — real deployments, real dates

01 — The day job, weaponized

An AI operation built inside a roofing company.

Built end-to-end for a multi-state roofing operation — these four carry the business daily:

Live

CC24

The command center. CRM, billing, work orders, payroll pipelines — the whole operating room for a 100-rep roofing company.

Live

Susan 21

The field AI reps talk to on every roof. Photo analysis, insurance answers, report writing — 24/7, in their pocket.

Live

RIQ21

Roof intelligence. Sixteen thousand claims of institutional memory, queryable in plain English.

Live

Hail Yes

Storm forensics with chain-of-custody. NOAA-sourced, court-defensible hail evidence with signed PDFs.

02 — On my own terms

Ventures with my name off the door.

Live

4A Nile

Four brothers, one studio. Done-for-you web presence — from Virginia to the Red Sea.

Live

Pocket Linguist

Language learning with an AI travel companion that actually converses.

Live

Deliver21

AI intake for community-management deliveries. Email in, structured work out.

Live

Chief21

SCIF-grade document review for people whose documents can't leave the room.

Live

Play21

An ad-free arcade — 53 games, zero tracking, built for my kids and yours.

Live

getfound

A 60-second Google-findability check for local businesses.

Court-defensible storm forensicsone end of the range
An ad-free arcade for kidsthe other end

The studio is named for a river and four brothers. That story lives here →

One person. Full stack. Fast.

If you have a real problem and a straight face, I'll take the meeting.

ahmed@4anile.com