Public health
The challenge. Camille leads the summer heatwave plan for the city of Paris. Each heatwave, the city opens cool rooms in town halls and libraries. Deciding which ones took two days of calls, so they opened after the heat had already arrived. And some opened where few older people live.
The flow. With xMap Flows, Camille built Canopy. Every summer morning at six, for each of eighty cool rooms, Canopy reads the next three days’ forecast, keeps the ones where heat is coming, counts the older people living around each, picks the twenty that matter most, writes each opening notice, and sends it to the district halls.
The result. In July, Canopy saw thirty six degrees coming three days ahead. It picked the twenty rooms with the most people over sixty around them, and the district halls had the notices by eight that morning. Every room was open before the first hot afternoon. Camille stopped racing the heat. Now the cool rooms open first.
3 dayswarning before the heat
20cool rooms opened
8 a.m.notices out, not two days later
Blocks: Schedule → My data → Weather forecast → Filter → Demographics → Sort and limit → xMap LLM → Microsoft Outlook
Watch the one-minute story →
Education charity
The challenge. Maya is the only coordinator at a small reading charity in Atlanta. She pairs children with volunteer tutors. New families sign up on a form, and she matches each one by hand with a map and a spreadsheet. It takes her a week. By then, some families have stopped answering, and a few volunteers quit, never matched at all.
The flow. With xMap Flows, Maya built Harbor. When a new family signs up, Harbor finds the nearest free volunteer, writes them a warm introduction, sends it to both, waits three days, and checks that the first lesson happened.
The result. A grandmother in Decatur signed up at nine on Tuesday. By ten she had an email from a retired teacher four minutes away. Every new family now hears the same day, and seventy children started reading this autumn. Maya used to match children with tutors. Now she gets to watch them read.
1 dayfrom sign-up to tutor, was 7
70children reading this autumn
0volunteers left unmatched
Blocks: New rows → Find nearest → xMap LLM → Gmail → Wait
Watch the one-minute story →